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15 changed files with 478 additions and 316 deletions
6
.gitignore
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.gitignore
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*.log
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*.log
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*.out
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*.out
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*.synctex.gz
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*.synctex.gz
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# Ignore everything in the build directory
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build/*
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!build/*.pdf
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coverletters/cl.pdf
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coverletters/cl.pdf
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@ -5,71 +5,23 @@
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% \usepackage{date}
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% \usepackage{date}
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||||||
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% Define variables
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% Define variables
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||||||
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%% Job related
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||||||
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\newcommand{\companyName}{Brock Solutions}
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||||||
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\newcommand{\hiringManager}{Hiring Team}
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\newcommand{\companyAddress}{Kitchener, ON}
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\newcommand{\position}{Control Systems Engineer}
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%% Personal
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%% Personal
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||||||
\newcommand{\name}{Murtadha Nisyif}
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\newcommand{\name}{Murtadha Nisyif}
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||||||
\newcommand{\address}{Kitchener, Ontario, Canada}
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\newcommand{\address}{Kitchener, Ontario, Canada}
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\newcommand{\email}{\href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com}}
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\newcommand{\email}{\href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com}}
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\newcommand{\phone}{+1 (519) 502-8463}
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\newcommand{\phone}{+1 (519) 502-8463}
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||||||
\newcommand{\links}{\href{https://m.nisyif.com}{Website} | \href{https://www.linkedin.com/in/mnisyif}{LinkedIn} | \href{https://www.github.com/mnisyif}{GitHub}}
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\newcommand{\links}{\href{https://m.nisyif.com}{Website} | \href{https://www.linkedin.com/in/mnisyif}{LinkedIn} | \href{https://www.github.com/mnisyif}{GitHub}}
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\newcommand{\schoolName}{University of Guelph}
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%% Job related
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||||||
\newcommand{\companyName}{OCAS}
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||||||
\newcommand{\hiringManager}{Hiring Team}
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\newcommand{\companyAddress}{Guelph, Ontario, Canada}
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\newcommand{\position}{Software Developer II}
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\begin{document}
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\begin{document}
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%=============================
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\input{sections/00-header.tex}\\
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% HEADER
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\input{sections/01-intro.tex}\\
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||||||
%=============================
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\input{sections/02-body.tex} \\
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\noindent \textbf{\huge \name} \\
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\input{sections/03-closing.tex}
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\address \\
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||||||
\email \quad | \quad \phone \\
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||||||
\links \\
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\vspace{1em}
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\noindent \today \\
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||||||
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\noindent \hiringManager \\
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||||||
\companyName \\
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||||||
\companyAddress \\
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||||||
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||||||
\noindent Dear \hiringManager, \\
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\vspace{1em}
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||||||
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||||||
%=============================
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||||||
% OPENING SECTION
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||||||
%=============================
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||||||
OCAS’s dedication to reinventing higher education and creating pathways for learners resonates with my background as both a Computer Engineer and a computer science educator.
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||||||
As a dual graduate of the University of Guelph, I have a deep appreciation for the impact OCAS has on the Ontario college system.
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||||||
I am eager to apply my expertise in full-stack development, software optimization, and modern DevOps to the \position{} role, supporting the technology that helps hundreds of thousands of individuals pursue a brighter future.
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||||||
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||||||
%=============================
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||||||
% MAIN BODY SECTION
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||||||
%=============================
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||||||
\vspace{1em}
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||||||
\noindent My technical background aligns directly with the requirements for building robust, scalable software solutions at OCAS:
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||||||
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||||||
\begin{itemize}[leftmargin=1.5em, labelsep=0.5em]
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||||||
\item \textbf{Full-Stack Versatility:} I have architected multi-technology stacks combining Node.js, React, and Vue to enable real-time control and interactive user interfaces.
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||||||
\item \textbf{Software Optimization:} I developed high-efficiency pipelines using transformer models that achieved a 30x reduction in bandwidth usage and a 29\% lower latency, demonstrating my ability to tackle complex optimization challenges.
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|
||||||
\item \textbf{DevOps \& Infrastructure:} I have extensive experience with containerization using Docker and automating AWS infrastructure with Terraform and Jenkins, reducing manual deployment steps by 80\%.
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|
||||||
\item \textbf{Data Management:} I am proficient in managing diverse database systems, including PostgreSQL and SQLite, and I am prepared to leverage my strong SQL foundation within your .NET and MS SQL environment.
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|
||||||
\end{itemize}
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|
||||||
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||||||
\vspace{1em}
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|
||||||
I understand the vital role that dependable technology plays in the learning journey.
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||||||
Whether it is decomposing complex project tasks or collaborating with architects to solve performance blockers, I am committed to delivering high-quality, efficient code that serves the OCAS mission.
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|
||||||
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|
||||||
%=============================
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||||||
% CLOSING SECTION
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|
||||||
%=============================
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||||||
\vspace{1em}
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||||||
\noindent I am confident that my blend of research-driven innovation and hands-on software engineering will allow me to contribute immediately to the OCAS team.
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|
||||||
I look forward to the possibility of discussing how my experience with optimization and full-stack development can support your upcoming project developments.
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|
||||||
Thank you for your time and consideration.
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|
||||||
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|
||||||
\vspace{2em}
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|
||||||
\noindent Sincerely, \\
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|
||||||
\noindent\name
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||||||
\end{document}
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\end{document}
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||||||
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14
coverletters/sections/00-header.tex
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14
coverletters/sections/00-header.tex
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@ -0,0 +1,14 @@
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\noindent \textbf{\huge \name} \\
|
||||||
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\address \\
|
||||||
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\email | \phone \\
|
||||||
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\links \\
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||||||
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\vspace{1em}
|
||||||
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||||||
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\noindent \today \\
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||||||
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||||||
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\noindent \hiringManager \\
|
||||||
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\companyName \\
|
||||||
|
\companyAddress \\
|
||||||
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|
||||||
|
\noindent Dear \hiringManager, \\
|
||||||
|
\vspace{1em}
|
||||||
3
coverletters/sections/01-intro.tex
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3
coverletters/sections/01-intro.tex
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@ -0,0 +1,3 @@
|
||||||
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\indent I am excited to apply for the \position\ position at \companyName.
|
||||||
|
With solid foundation in software development and hands-on experience in designing and deploying integrated systems,
|
||||||
|
I am confident in my ability to contribute to your team and help drive the continued success of \companyName.\\
|
||||||
16
coverletters/sections/02-body.tex
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16
coverletters/sections/02-body.tex
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@ -0,0 +1,16 @@
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||||||
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\indent In my recent role as a Researcher ML Engineer at \schoolName, I conducted in-depth data collection, diagnosis, and analysis to identify key correlations in latency and network bandwidth.
|
||||||
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This experience in real-time environments helped me develop a strong foundation for programming, deploying, and optimizing systems under various operational conditions.\\
|
||||||
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|
||||||
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My prior work as a Software Developer on an Assistive Robotic Feeding System in ROS2 required on-the-spot troubleshooting of hardware-software integration issues.
|
||||||
|
Additionally, I worked on a Smart Door application, integrating microcontrollers and sensors (ESP32, PIR) to deliver a stable, automated experience.
|
||||||
|
My experience as an IT Analyst further refined my problem-solving abilities by involving me in reading electrical schematics, configuring firewalls, and modernizing network infrastructure.\\
|
||||||
|
|
||||||
|
Beyond my professional roles, I actively explore industrial automation and embedded systems in my personal projects.
|
||||||
|
I have self-educated in using the ESP32 to develop a low-cost, 32-bit PLC, programming it with OpenPLC to enhance my understanding of real-time control systems.
|
||||||
|
Additionally, I manage a home lab where I automate lighting, thermostats, and security—deepening my experience in real-time data exchange, hardware integration, and troubleshooting.
|
||||||
|
Throughout these projects, I have leveraged my expertise in C/C++, Python, Rust, and Java, along with Ladder Logic (PLC) knowledge, to integrate hardware and software in real-time systems.
|
||||||
|
I also understand the importance of robust design documentation and functional specifications, having written and followed them closely for various edge-cloud and robotics solutions.
|
||||||
|
My familiarity with IT/networking, databases, and version control (Git) further positions me to contribute effectively to Brock Solutions’ industrial automation projects from design through commissioning.\\
|
||||||
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|
||||||
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I also welcome the travel requirement of up to 40\% for on-site installations and system commissioning, as I thrive on hands-on involvement to ensure solutions run smoothly in real-world production.
|
||||||
|
My background has prepared me to excel in roles that demand both technical depth and adaptability.\\
|
||||||
12
coverletters/sections/03-closing.tex
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12
coverletters/sections/03-closing.tex
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@ -0,0 +1,12 @@
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||||||
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\indent I am confident my experience, technical expertise, and proactive problem-solving approach make me a strong candidate for the \position\ role and align with \companyName's needs.
|
||||||
|
I look forward to the opportunity to discuss how my background aligns with \companyName's mission.
|
||||||
|
Please feel free to contact me at \email\ or \phone\ at your earliest convenience.\\
|
||||||
|
|
||||||
|
\noindent Thank you for your time and consideration.
|
||||||
|
|
||||||
|
\vspace{2em}
|
||||||
|
|
||||||
|
\noindent Sincerely, \\
|
||||||
|
\vspace{1em}
|
||||||
|
|
||||||
|
\noindent \name
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||||||
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resumes/build/resume_ar.pdf
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resumes/build/resume_ar.pdf
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resumes/build/resume_en.pdf
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resumes/build/resume_en.pdf
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@ -1,257 +0,0 @@
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\documentclass[letterpaper,11pt]{article}
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\usepackage{geometry} % For page layout adjustments like \addtolength
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\usepackage{url} % For \urlstyle
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\usepackage{latexsym}
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\usepackage[empty]{fullpage}
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\usepackage{titlesec}
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\usepackage{marvosym}
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\usepackage[usenames,dvipsnames]{color}
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\usepackage{verbatim}
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\usepackage{enumitem}
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\usepackage[hidelinks]{hyperref}
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\usepackage{fancyhdr}
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\usepackage[english]{babel}
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\usepackage{tabularx}
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\usepackage{fontawesome5}
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\usepackage{multicol}
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\usepackage{graphicx}
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\usepackage[export]{adjustbox}
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\usepackage{multirow}
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\usepackage{textcase}
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\usepackage{anyfontsize} % allows arbitrary font sizes
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\AtBeginDocument{%
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\fontsize{9pt}{11pt}\selectfont
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}
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\setlength{\multicolsep}{-3.0pt}
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\setlength{\columnsep}{-1pt}
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\input{glyphtounicode}
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\pagestyle{fancy}
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\fancyhf{} % clear all header and footer fields
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\fancyfoot{}
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\renewcommand{\headrulewidth}{0pt}
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\renewcommand{\footrulewidth}{0pt}
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% Adjust margins
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\addtolength{\oddsidemargin}{-0.6in}
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\addtolength{\evensidemargin}{-0.5in}
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\addtolength{\textwidth}{1.19in}
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\addtolength{\topmargin}{-.7in}
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\addtolength{\textheight}{1.4in}
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\urlstyle{same}
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\raggedbottom
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\raggedright
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||||||
\setlength{\tabcolsep}{0in}
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% Sections formatting
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||||||
\titleformat{\section}{
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||||||
\vspace{-4pt}\raggedright \fontsize{9}{12} \bfseries
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}{}{0em}{}[\color{blue}\titlerule \vspace{-5pt}]
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% Ensure that generate pdf is machine readable/ATS parsable
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\pdfgentounicode=1
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\makeatletter
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\renewcommand\Huge{\@setfontsize\Huge{15pt}{20pt}}
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\makeatother
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%-------------------------
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% Custom commands
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\newcommand{\resumeItem}[1]{
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||||||
\item{
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||||||
{#1\vspace{-2pt}}
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}
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}
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\newcommand{\resumeSubItem}[2]{
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||||||
\item
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||||||
\textbf{\color{black}#1}
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||||||
\vspace{1pt} % Adjust this value to increase or decrease space
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||||||
% \small
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||||||
#2\vspace{-5pt} % Adjust this value to increase or decrease space between items
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||||||
}
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||||||
\newcommand{\resumeSchoolItem}[2]{
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||||||
\item
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||||||
\begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
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\textbf{\color{black} #1} & \textbf{ #2} \\
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\end{tabular*}\vspace{-7pt}
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}
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\newcommand{\resumeSubheading}[4]{
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\vspace{-2pt}\item
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||||||
\begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
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||||||
\textbf{\color{black} #1} & \textbf{ #2} \\
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||||||
\textit{#3} & \textit{ #4} \\
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\end{tabular*}\vspace{-7pt}
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}
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\newcommand{\resumeSubSubheading}[2]{
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\item
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||||||
\begin{tabular*}{1.0\textwidth}{l@{\extracolsep{\fill}}r}
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||||||
\textit{#1} & \textit{ #2} \\
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\end{tabular*}\vspace{-7pt}
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||||||
}
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||||||
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||||||
\newcommand{\resumeProjectHeading}[2]{
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||||||
\vspace{-2pt}\item
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||||||
\begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r}
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||||||
#1 & \textbf{ #2}\\
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||||||
\end{tabular*}\vspace{-8pt}
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||||||
}
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||||||
% \newcommand{\resumeSubItem}[1]{\resumeItem{#1}\vspace{-4pt}}
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||||||
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||||||
\renewcommand\labelitemi{$\vcenter{\hbox{\tiny$\bullet$}}$}
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||||||
\renewcommand\labelitemii{$\vcenter{\hbox{\tiny$\bullet$}}$}
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||||||
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||||||
\newcommand{\resumeSubHeadingListStart}{\begin{itemize}[leftmargin=0.0in, label={}]}
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\newcommand{\resumeSubHeadingListEnd}{\end{itemize}}%\vspace{-7pt}}
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||||||
\newcommand{\resumeItemListStart}{\begin{itemize}}
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||||||
\newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-7pt}}
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||||||
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|
||||||
\pdfstringdefDisableCommands{\def\color#1{}}
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|
||||||
%-------------------------------------------
|
|
||||||
%%%%%% RESUME STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
||||||
\begin{document}
|
|
||||||
|
|
||||||
%----------HEADING----------
|
|
||||||
\begin{tabular*}{\textwidth}{@{\hspace{-1ex}}l}
|
|
||||||
\textbf{\href{http://m.nisyif.com/}{\Huge\color{blue}MURTADHA NISYIF}} \vspace{2pt}\\
|
|
||||||
\href{mailto:mnisyif@gmail.com}{\faIcon{at} mnisyif@gmail.com} $|$
|
|
||||||
\faIcon{phone-square-alt} +1 (519) 502-8463 $|$
|
|
||||||
\faIcon{map-marker-alt} Kitchener, Ontario $|$
|
|
||||||
\href{https://m.nisyif.com/}{\faIcon{user-tie} m.nisyif.com} $|$
|
|
||||||
\href{https://www.linkedin.com/in/mnisyif}{\faIcon{linkedin} linkedin.com/ln/mnisyif} $|$
|
|
||||||
\href{https://github.com/mnisyif}{\faIcon{github} github.com/mnisyif}\vspace{12pt} \\
|
|
||||||
\end{tabular*}
|
|
||||||
|
|
||||||
\vspace{-20pt}
|
|
||||||
|
|
||||||
%-----------SUMMARY----------
|
|
||||||
\section{\color{blue}SUMMARY}
|
|
||||||
AI Systems Engineer with expertise intersecting machine learning optimization, real-time distributed software design, and automated deployment infrastructure. Proven track record designing custom simulation environments, benchmarking edge-hardware bottlenecks, and orchestrating containerized continuous integration pipelines to optimize system constraints
|
|
||||||
|
|
||||||
\vspace{-7pt}
|
|
||||||
|
|
||||||
%-----------EDUCATION-----------
|
|
||||||
\section{\color{blue}EDUCATION}
|
|
||||||
\resumeSubHeadingListStart
|
|
||||||
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{Dec 2025}
|
|
||||||
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{Apr 2023}
|
|
||||||
\resumeSubHeadingListEnd
|
|
||||||
% \vspace{-8pt}
|
|
||||||
|
|
||||||
%-----------SKILLS-----------
|
|
||||||
\section{\color{blue}SKILLS \& TECHSTACKS}
|
|
||||||
\begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
|
|
||||||
\textbf{Skills: } & AI Systems; DevOps; Cloud Infrastructure; IaC; Containerization; CI/CD Pipelines; Telemetry Monitoring; Agile/Scrum \\
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|
||||||
\textbf{Languages: } & Python; C++; C; JavaScript; Rust; HTML; Java; Bash \\
|
|
||||||
\textbf{Tech Stacks: } & PyTorch; Stable-Baselines3; ROS2; Arduino IDE; React; FastAPI; Flask; Jest; PyTest; Docker; Jenkins; Terraform; AWS (EC2, S3); Nginx Proxy Manager; Cloudflare; Prometheus; Grafana; SQLite; PostgreSQL \\
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|
||||||
\end{tabularx}
|
|
||||||
\vspace{-10pt}
|
|
||||||
% %-----------SKILLS-----------
|
|
||||||
% \section{\color{blue}SKILLS \& TECHSTACKS}
|
|
||||||
% \begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
|
|
||||||
% % \textbf{Certifications: } & AWS Solutions Architect\\
|
|
||||||
% \textbf{Skills: } & AI; DevOps; Cloud Computing; IaC; Containerization; CI/CD; Monitoring; Data Engineering; ML Ops \\
|
|
||||||
% \textbf{Languages: } & Python; C++; C; JavaScript; Rust; HTML; Java; Bash \\
|
|
||||||
% \textbf{Tech Stacks: } & FastAPI; PyTorch; React; Flask; SQLite; PostgresSQL; NumPy; SciPy; Scikit-learn; Matplotlib; MongoDB; Docker; Git; Jenkins; Terraform; AWS; Kubernetes; Express JS; Node.js; Swagger \\
|
|
||||||
% \end{tabularx}
|
|
||||||
% \vspace{-10pt}
|
|
||||||
|
|
||||||
%----------Experience----------
|
|
||||||
\section{\color{blue}WORK EXPERIENCE}
|
|
||||||
\resumeSubHeadingListStart
|
|
||||||
\resumeSubheading
|
|
||||||
{Researcher - Machine Learning \& Semantic Communications}{Jan 2024 – Dec 2025}
|
|
||||||
{University of Guelph}{ Guelph, Ontario}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem {Isolated and analyzed system bottlenecks across edge-cloud optical fiber networks, identifying a transition from transmission latency constraints to algorithmic compute bottlenecks during model execution}
|
|
||||||
\resumeItem {Optimized end-to-end latency pipelines utilizing Swin Transformer architectures in PyTorch, establishing benchmarking frameworks to compare transmission times across unquantized, quantized (INT8), and baseline non-transformer data states}
|
|
||||||
\resumeItem {Programmed an adaptive channel-selection algorithm utilizing logarithmic logic to dynamically scale the number of transmitted image channels based on real-time bandwidth and latency metrics}
|
|
||||||
\resumeItem {Authored and published peer-reviewed research in IEEE conference proceedings focusing on task-driven feature extraction to mitigate computational and network overhead in edge-cloud architectures}
|
|
||||||
\resumeItemListEnd
|
|
||||||
|
|
||||||
\resumeSubheading
|
|
||||||
{Software Developer}{Oct 2022 – Oct 2023}
|
|
||||||
{University of Guelph - Robotics Institute}{ Guelph, Ontario}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem {Developed distributed node architectures for an automated feeding assistant robot within ROS2, writing native C++ and Python nodes to manage core services, topics, and real-time depth-sensor camera data feeds}
|
|
||||||
\resumeItem {Designed and programmed firmware for an ESP32-based smart mechatronic door system within the Arduino environment, implementing Bluetooth Low Energy (BLE) for local smartphone authentication and Wi-Fi synchronization for backend logging}
|
|
||||||
\resumeItem {Implemented power-management states within microcontroller firmware to alternate between low-power and normal-power operational modes during continuous field deployments}
|
|
||||||
\resumeItem {Orchestrated cloud infrastructure provisioning via Terraform, automating the deployment of EC2 instances for application backends/frontends and S3 buckets for media asset management}
|
|
||||||
\resumeItemListEnd
|
|
||||||
|
|
||||||
\resumeSubheading
|
|
||||||
{Information Technology Analyst}{Jul 2020 – Dec 2020}
|
|
||||||
{Kitchener Downtown Community Health Center - SRHC}{ Kitchener, Ontario}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem {Configured distributed file architectures using a centralized Samba server, increasing secure data access and distribution efficiency by 40\% across multi-department teams}
|
|
||||||
\resumeItem {Secured network topography via FortiGate firewall and VPN implementations, supporting 60 active remote users}
|
|
||||||
\resumeItem {Deployed Prometheus and Grafana monitoring pipelines across a multi-container Docker environment to track system downtime, monitor SSH traffic, and isolate anomalous network activity}
|
|
||||||
\resumeItemListEnd
|
|
||||||
|
|
||||||
\resumeSubHeadingListEnd
|
|
||||||
|
|
||||||
%-----------PROJECTS-----------
|
|
||||||
\section{\color{blue}PROJECTS}
|
|
||||||
\resumeSubHeadingListStart
|
|
||||||
|
|
||||||
\resumeProjectHeading {\textbf{\color{black}Real-Time Audio Filtering RL Environment} $|$ \color{blue} \emph{Python, PyTorch, OpenAI Gym, Stable-Baselines3, SciPy, librosa}}{}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem{Constructed a custom OpenAI Gym audio environment (NoiseReductionEnv) running a frequency-domain control loop via Fast Fourier Transforms (scipy.fft.rfft) to manipulate harmonic scaling coefficients}
|
|
||||||
\resumeItem{Trained a PPO agent over 10,000 timesteps using an MlpPolicy, minimizing Mean Squared Error (MSE) against clean baseline signals to synthesize sequential 44.1 kHz time-domain outputs}
|
|
||||||
\resumeItemListEnd
|
|
||||||
|
|
||||||
\resumeProjectHeading{\textbf{\color{black}DevOps Server Infrastructure \& CI/CD Pipeline} $|$ \color{blue} \emph{Docker, Jenkins, Nginx Proxy Manager, Cloudflare, PyTest, Jest}}{}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem{Self-hosted a containerized Jenkins automation server to manage continuous integration pipelines across 15+ microservices, executing automated validation via PyTest and Jest}
|
|
||||||
\resumeItem{Architected a multi-layered proxy topography using Nginx Proxy Manager and Cloudflare to securely route web traffic, isolate runtime endpoints, and automate Let's Encrypt SSL/TLS renewals}
|
|
||||||
\resumeItemListEnd
|
|
||||||
|
|
||||||
\resumeSubHeadingListEnd
|
|
||||||
\vspace{-7pt}
|
|
||||||
% %-----------PROJECTS-----------
|
|
||||||
% \section{\color{blue}PROJECTS}
|
|
||||||
% \resumeSubHeadingListStart
|
|
||||||
%
|
|
||||||
% \resumeProjectHeading {\textbf{\color{black}Home lab Adminstration} $|$ \color{blue} \emph{Docker, Terraform, Jenkins, Prometheus, Grafana, SSL/TLS}}{}
|
|
||||||
% \resumeItemListStart
|
|
||||||
% \resumeItem{Orchestrate a comprehensive home lab environment managing 15+ Docker containers for media, web, and gaming services, configured auto-renewal SSL/TLS certification with Let’s Encrypt, setup Prometheus/Grafana monitoring, and applied Fail2Ban for robust security achieving 99.9\% uptime and detailed system analytics}
|
|
||||||
% \resumeItemListEnd
|
|
||||||
%
|
|
||||||
% \resumeProjectHeading{\textbf{\color{black}Heart Disease Predictor} $|$ \color{blue} \emph{Python, Flask, RESTful, HTML, CSS, JS}}{}
|
|
||||||
% \resumeItemListStart
|
|
||||||
% \resumeItem{Developed a scalable Flask-RESTful API paired with an interactive HTML/JS frontend while leveraging the UCI dataset and implemented real-time feature scaling with hyperparameter tuning to deliver a 95\% prediction accuracy, supporting timely clinical decision-making}
|
|
||||||
% \resumeItemListEnd
|
|
||||||
%
|
|
||||||
% \resumeProjectHeading{\textbf{\color{black} Real-Time Noise Cancellation with RL} $|$ \color{blue} \emph{Python, PyTorch, Gymnasium, SciPy, librosa}}{}
|
|
||||||
% \resumeItemListStart
|
|
||||||
% \resumeItem{Created a bespoke OpenAI Gym environment incorporating FFT-based audio processing and trained a PPO agent to perform adaptive noise cancellation in real time, achieving processing speeds exceeding 5,200 FPS for high-fidelity audio performance}
|
|
||||||
% \resumeItemListEnd
|
|
||||||
% \resumeSubHeadingListEnd
|
|
||||||
% \vspace{-7pt}
|
|
||||||
|
|
||||||
\section{\color{blue}PUBLICATIONS}
|
|
||||||
\resumeSubHeadingListStart
|
|
||||||
|
|
||||||
\resumeProjectHeading
|
|
||||||
{\textbf{Network-Aware Adaptive Semantic Image Transmission in Edge-Cloud Communications}}{MECOM 2025}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem{Proposed an adaptive JSCC framework that couples Swin-Transformers with real-time network telemetry to optimize image transmission over dynamic 5G/6G core networks (Published, IEEE Xplore)}
|
|
||||||
\resumeItemListEnd
|
|
||||||
|
|
||||||
\resumeProjectHeading
|
|
||||||
{\textbf{Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}}{CCECE 2024}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem{Utilized transformer-based edge-to-cloud models to achieve a $30\times$ bandwidth reduction and $30\%$ improvement in end-to-end latency for high-speed data systems (Published, IEEE Xplore)}
|
|
||||||
\resumeItemListEnd
|
|
||||||
\resumeSubHeadingListEnd
|
|
||||||
|
|
||||||
\end{document}
|
|
||||||
BIN
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193
resumes/resume_ar.tex
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resumes/resume_ar.tex
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|
|
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|
||||||
|
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|
||||||
|
|
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|
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|
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|
\usepackage{url}
|
||||||
|
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|
||||||
|
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|
||||||
|
\usepackage{titlesec}
|
||||||
|
\usepackage{marvosym}
|
||||||
|
\usepackage[usenames,dvipsnames]{color}
|
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|
\usepackage{verbatim}
|
||||||
|
\usepackage{enumitem}
|
||||||
|
\usepackage[hidelinks]{hyperref}
|
||||||
|
\usepackage{fancyhdr}
|
||||||
|
\usepackage{tabularx}
|
||||||
|
\usepackage{fontawesome5}
|
||||||
|
\usepackage{multicol}
|
||||||
|
\usepackage{graphicx}
|
||||||
|
\usepackage[export]{adjustbox}
|
||||||
|
\usepackage{multirow}
|
||||||
|
\usepackage{textcase}
|
||||||
|
\usepackage{anyfontsize}
|
||||||
|
\usepackage{fontspec} % for Arabic fonts
|
||||||
|
\usepackage{polyglossia} % multilingual support
|
||||||
|
|
||||||
|
\setdefaultlanguage{arabic}
|
||||||
|
\setotherlanguage{english}
|
||||||
|
\newfontfamily\arabicfont[Script=Arabic,Scale=1.1]{Amiri}
|
||||||
|
|
||||||
|
\AtBeginDocument{%
|
||||||
|
\fontsize{9pt}{11pt}\selectfont
|
||||||
|
}
|
||||||
|
|
||||||
|
\setlength{\multicolsep}{-3.0pt}
|
||||||
|
\setlength{\columnsep}{-1pt}
|
||||||
|
\input{glyphtounicode}
|
||||||
|
|
||||||
|
\pagestyle{fancy}
|
||||||
|
\fancyhf{}
|
||||||
|
\fancyfoot{}
|
||||||
|
\renewcommand{\headrulewidth}{0pt}
|
||||||
|
\renewcommand{\footrulewidth}{0pt}
|
||||||
|
|
||||||
|
\addtolength{\oddsidemargin}{-0.6in}
|
||||||
|
\addtolength{\evensidemargin}{-0.5in}
|
||||||
|
\addtolength{\textwidth}{1.19in}
|
||||||
|
\addtolength{\topmargin}{-.7in}
|
||||||
|
\addtolength{\textheight}{1.4in}
|
||||||
|
|
||||||
|
\urlstyle{same}
|
||||||
|
|
||||||
|
\raggedbottom
|
||||||
|
\raggedright
|
||||||
|
\setlength{\tabcolsep}{0in}
|
||||||
|
|
||||||
|
\titleformat{\section}{
|
||||||
|
\vspace{-4pt}\raggedright \fontsize{9}{12} \bfseries
|
||||||
|
}{}{0em}{}[\color{blue}\titlerule \vspace{-5pt}]
|
||||||
|
|
||||||
|
\pdfgentounicode=1
|
||||||
|
|
||||||
|
\makeatletter
|
||||||
|
\renewcommand\Huge{\@setfontsize\Huge{16pt}{20pt}}
|
||||||
|
\makeatother
|
||||||
|
|
||||||
|
%-------------------------
|
||||||
|
% Custom commands (unchanged)
|
||||||
|
\newcommand{\resumeItem}[1]{\item{#1\vspace{-2pt}}}
|
||||||
|
\newcommand{\resumeSubItem}[2]{\item \textbf{\color{black}#1} #2\vspace{-5pt}}
|
||||||
|
\newcommand{\resumeSchoolItem}[2]{\item \begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}\textbf{\color{black} #1} & \textbf{ #2} \\\end{tabular*}\vspace{-7pt}}
|
||||||
|
\newcommand{\resumeSubheading}[4]{\vspace{-2pt}\item \begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}\textbf{\color{black} #1} & \textbf{ #2} \\\textit{#3} & \textit{ #4} \\\end{tabular*}\vspace{-7pt}}
|
||||||
|
\newcommand{\resumeSubSubheading}[2]{\item \begin{tabular*}{1.0\textwidth}{l@{\extracolsep{\fill}}r}\textit{#1} & \textit{ #2} \\\end{tabular*}\vspace{-7pt}}
|
||||||
|
\newcommand{\resumeProjectHeading}[2]{\vspace{-2pt}\item \begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r}#1 & \textbf{ #2}\\\end{tabular*}\vspace{-8pt}}
|
||||||
|
\renewcommand\labelitemi{$\vcenter{\hbox{\tiny$\bullet$}}$}
|
||||||
|
\renewcommand\labelitemii{$\vcenter{\hbox{\tiny$\bullet$}}$}
|
||||||
|
\newcommand{\resumeSubHeadingListStart}{\begin{itemize}[leftmargin=0.0in, label={}]}
|
||||||
|
\newcommand{\resumeSubHeadingListEnd}{\end{itemize}}
|
||||||
|
\newcommand{\resumeItemListStart}{\begin{itemize}}
|
||||||
|
\newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-7pt}}
|
||||||
|
|
||||||
|
\pdfstringdefDisableCommands{\def\color#1{}}
|
||||||
|
|
||||||
|
%-------------------------------------------
|
||||||
|
%%%%%% السيرة الذاتية %%%%%%%%%%%%%%%%%%%%%%
|
||||||
|
\begin{document}
|
||||||
|
|
||||||
|
%----------HEADING----------
|
||||||
|
\begin{tabular*}{\textwidth}{@{\hspace{-1ex}}l}
|
||||||
|
\textbf{\href{http://m.nisyif.com/}{\Huge\color{blue}مرتضى نصيف}} \vspace{2pt}\\
|
||||||
|
\href{mailto:mnisyif@gmail.com}{\faIcon{at} mnisyif@gmail.com} $|$
|
||||||
|
\faIcon{phone-square-alt} +1 (519) 502-8463 $|$
|
||||||
|
\faIcon{map-marker-alt} أونتاريو، كندا $|$
|
||||||
|
\href{https://m.nisyif.com/}{\faIcon{user-tie} m.nisyif.com} $|$
|
||||||
|
\href{https://www.linkedin.com/in/mnisyif}{\faIcon{linkedin} linkedin.com/ln/mnisyif} $|$
|
||||||
|
\href{https://github.com/mnisyif}{\faIcon{github} github.com/mnisyif}\vspace{12pt} \\
|
||||||
|
\end{tabular*}
|
||||||
|
|
||||||
|
\vspace{-20pt}
|
||||||
|
|
||||||
|
%----------الخبرات العملية----------
|
||||||
|
\section{\color{blue}الخبرات العملية}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
\resumeSubheading
|
||||||
|
{مساعد تدريس – ENGG*4460: الأنظمة الروبوتية}{يناير 2025 -- أبريل 2025}
|
||||||
|
{جامعة غويلف}{غويلف، أونتاريو}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem {إدارة حصص تطبيقية لدعم المحاضرات وتوجيه الطلبة في مفاهيم الروبوتات}
|
||||||
|
\resumeItem {قيادة التجارب العملية وتقديم إرشادات مباشرة في خوارزميات التحكم والملاحة الروبوتية}
|
||||||
|
\resumeItem {تصحيح الواجبات والتقارير والمشاريع مع تقديم ملاحظات بنّاءة}
|
||||||
|
\resumeItem {تقديم جلسات أسئلة وأجوبة وساعات مكتبية لتعزيز مهارات الطلبة في حل المشكلات}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeSubheading
|
||||||
|
{مساعد تدريس – ENGG*3640: واجهات الحاسوب المصغّر}{سبتمبر 2024 -- ديسمبر 2024}
|
||||||
|
{جامعة غويلف}{غويلف، أونتاريو}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem {مساعدة في إدارة المختبرات من خلال إرشاد الطلبة بمهام تكامل العتاد/البرمجيات}
|
||||||
|
\resumeItem {تقييم وتصحيح تقارير المختبرات والتكليفات مع ضمان وضوح الملاحظات}
|
||||||
|
\resumeItem {مراجعة عروض الطلبة العملية وتقديم ملاحظات تطويرية}
|
||||||
|
\resumeItem {الإجابة على استفسارات الطلبة وربط النظرية بالتطبيق العملي}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeSubheading
|
||||||
|
{مهندس برمجيات – تعلم الآلة}{يناير 2024 -- أغسطس 2025}
|
||||||
|
{جامعة غويلف}{غويلف، أونتاريو}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem {قيادة دمج ضاغط مبني على Swin-Transformer ضمن خط نقل سحابي-طرفي، محققاً تقليل عرض النطاق الترددي بمقدار 30× وانخفاضاً في الكمون بنسبة 29\%}
|
||||||
|
\resumeItem {تصميم وتدريب نموذج متكيف يستجيب لتقلّبات الشبكة مع الحفاظ على دقة لا تقل عن 96\%}
|
||||||
|
\resumeItem {تحويل نماذج PyTorch إلى ONNX عبر Vitis AI للنشر على Xilinx Kria SoC وتحقيق تسريع 3×}
|
||||||
|
\resumeItem {نشر ورقة بحثية ككاتب أول في مؤتمر IEEE حول دمج الاتصال الدلالي مع الحوسبة الطرفية}
|
||||||
|
\resumeItem {توسيع النماذج لتشمل آليات تنبؤية للتكيّف مع اضطرابات الشبكة والحفاظ على 96\% من الدقة}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeSubheading
|
||||||
|
{مطور برمجيات}{أكتوبر 2022 -- أكتوبر 2023}
|
||||||
|
{جامعة غويلف – معهد الروبوتات}{غويلف، أونتاريو}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem {تصميم وبناء بنية حاويات متكاملة تشمل ROS2, Node.js, Vue للتحكم الفوري بالأنظمة الروبوتية الموزعة}
|
||||||
|
\resumeItem {أتمتة بنية تحتية عبر AWS باستخدام Terraform ودمج CI/CD مع GitLab وJenkins مما خفّض خطوات النشر اليدوي بنسبة 80\%}
|
||||||
|
\resumeItem {بناء نظام إدارة شهادات لتجديد Let’s Encrypt وتكوين Nginx مع سياسات HTTPS وCORS دقيقة}
|
||||||
|
\resumeItem {قيادة تطوير نظام باب ذكي باستخدام ESP32 وحساسات PIR وReact Native بنسبة موثوقية تجاوزت 95\%}
|
||||||
|
\resumeItemListEnd
|
||||||
|
\resumeSubHeadingListEnd
|
||||||
|
|
||||||
|
%-----------التعليم-----------
|
||||||
|
\section{\color{blue}التعليم}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
\resumeSchoolItem{جامعة غويلف $|$ \color{blue} \emph{ماجستير علوم تطبيقية – الاتصال الدلالي وتعلم الآلة}}{ديسمبر 2025}
|
||||||
|
\resumeSchoolItem{جامعة غويلف $|$ \color{blue} \emph{بكالوريوس هندسة – هندسة الحاسوب}}{أبريل 2023}
|
||||||
|
\resumeSubHeadingListEnd
|
||||||
|
|
||||||
|
%-----------المهارات-----------
|
||||||
|
\section{\color{blue}المهارات، التقنيات، والاهتمامات}
|
||||||
|
\begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
|
||||||
|
\textbf{المهارات: } & AI؛ DevOps؛ Cloud Computing؛ IaC؛ Containerization؛ CI/CD؛ Monitoring؛ Data Engineering؛ ML Ops \\
|
||||||
|
\textbf{لغات البرمجة: } & Python؛ C++؛ C؛ Rust؛ JavaScript؛ HTML؛ Java؛ Bash؛ Go \\
|
||||||
|
\textbf{التقنيات: } & FastAPI؛ PyTorch؛ React؛ Flask؛ SQLite؛ PostgreSQL؛ MongoDB؛ ExpressJS؛ Node.js؛ Swagger؛ Docker؛ Git؛ Jenkins؛ Terraform؛ AWS؛ Kubernetes \\
|
||||||
|
\textbf{اللغات: } & العربية (بطلاقة)؛ الإنجليزية (بطلاقة)
|
||||||
|
\end{tabularx}
|
||||||
|
\vspace{-7pt}
|
||||||
|
|
||||||
|
%-----------المشاريع-----------
|
||||||
|
\section{\color{blue}المشاريع}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
|
||||||
|
\resumeProjectHeading {\textbf{\color{black}الموقع الشخصي} $|$ \color{blue} \emph{React, Rust, Async, Jenkins, Docker}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{بناء موقع شخصي بواجهة React وخلفية Rust}
|
||||||
|
\resumeItem{دمج خطوط Jenkins CI/CD وحاويات Docker مما خفّض الجهد اليدوي بنسبة 70\%}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeProjectHeading {\textbf{\color{black}إدارة مختبر منزلي}} $|$ \color{blue} \emph{Docker, Terraform, Jenkins, Prometheus, Grafana, SSL/TLS}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{إدارة بيئة مختبر منزلي تشمل أكثر من 15 حاوية Docker مع شهادات SSL متجددة، مراقبة عبر Prometheus/Grafana، وأمان Fail2Ban بتحقيق 99.9\% وقت تشغيل}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeProjectHeading{\textbf{\color{black}HAM10K – مصنف سرطان الجلد} $|$ \color{blue} \emph{Python, PyTorch, SciPy, Pandas}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{بناء خط تعلم عميق متكامل يجمع PCA-MLP وDCNN مخصص مع RegNetY-320}
|
||||||
|
\resumeItem{تطبيق إعادة موازنة الفئات وزيادة البيانات لتحقيق دقة 96.9\% وF1-score مثالي وAUC=1.0}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeProjectHeading{\textbf{\color{black}متنبئ أمراض القلب} $|$ \color{blue} \emph{Python, Flask, RESTful, HTML, CSS, JS}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{تطوير API باستخدام Flask مع واجهة HTML/JS تفاعلية اعتماداً على بيانات UCI بدقة 95\%}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeProjectHeading{\textbf{\color{black}إلغاء الضوضاء في الزمن الحقيقي عبر التعلم التعزيزي} $|$ \color{blue} \emph{Python, PyTorch, Gymnasium, SciPy, librosa}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{بناء بيئة Gym مخصصة لتهيئة بيانات الصوت عبر FFT وتدريب وكيل PPO لتحقيق إلغاء ضوضاء بسرعة تفوق 5200 إطار/ثانية}
|
||||||
|
\resumeItemListEnd
|
||||||
|
\resumeSubHeadingListEnd
|
||||||
|
|
||||||
|
\end{document}
|
||||||
223
resumes/resume_en.tex
Normal file
223
resumes/resume_en.tex
Normal file
|
|
@ -0,0 +1,223 @@
|
||||||
|
\documentclass[letterpaper,11pt]{article}
|
||||||
|
|
||||||
|
\usepackage{geometry} % For page layout adjustments like \addtolength
|
||||||
|
\usepackage{url} % For \urlstyle
|
||||||
|
\usepackage{latexsym}
|
||||||
|
\usepackage[empty]{fullpage}
|
||||||
|
\usepackage{titlesec}
|
||||||
|
\usepackage{marvosym}
|
||||||
|
\usepackage[usenames,dvipsnames]{color}
|
||||||
|
\usepackage{verbatim}
|
||||||
|
\usepackage{enumitem}
|
||||||
|
\usepackage[hidelinks]{hyperref}
|
||||||
|
\usepackage{fancyhdr}
|
||||||
|
\usepackage[english]{babel}
|
||||||
|
\usepackage{tabularx}
|
||||||
|
\usepackage{fontawesome5}
|
||||||
|
\usepackage{multicol}
|
||||||
|
\usepackage{graphicx}
|
||||||
|
\usepackage[export]{adjustbox}
|
||||||
|
\usepackage{multirow}
|
||||||
|
\usepackage{textcase}
|
||||||
|
\usepackage{anyfontsize} % allows arbitrary font sizes
|
||||||
|
\AtBeginDocument{%
|
||||||
|
\fontsize{9pt}{11pt}\selectfont
|
||||||
|
}
|
||||||
|
|
||||||
|
\setlength{\multicolsep}{-3.0pt}
|
||||||
|
\setlength{\columnsep}{-1pt}
|
||||||
|
\input{glyphtounicode}
|
||||||
|
|
||||||
|
\pagestyle{fancy}
|
||||||
|
\fancyhf{} % clear all header and footer fields
|
||||||
|
\fancyfoot{}
|
||||||
|
\renewcommand{\headrulewidth}{0pt}
|
||||||
|
\renewcommand{\footrulewidth}{0pt}
|
||||||
|
|
||||||
|
% Adjust margins
|
||||||
|
\addtolength{\oddsidemargin}{-0.6in}
|
||||||
|
\addtolength{\evensidemargin}{-0.5in}
|
||||||
|
\addtolength{\textwidth}{1.19in}
|
||||||
|
\addtolength{\topmargin}{-.7in}
|
||||||
|
\addtolength{\textheight}{1.4in}
|
||||||
|
|
||||||
|
\urlstyle{same}
|
||||||
|
|
||||||
|
\raggedbottom
|
||||||
|
\raggedright
|
||||||
|
\setlength{\tabcolsep}{0in}
|
||||||
|
|
||||||
|
% Sections formatting
|
||||||
|
\titleformat{\section}{
|
||||||
|
\vspace{-4pt}\raggedright \fontsize{9}{12} \bfseries
|
||||||
|
}{}{0em}{}[\color{blue}\titlerule \vspace{-5pt}]
|
||||||
|
|
||||||
|
% Ensure that generate pdf is machine readable/ATS parsable
|
||||||
|
\pdfgentounicode=1
|
||||||
|
|
||||||
|
\makeatletter
|
||||||
|
\renewcommand\Huge{\@setfontsize\Huge{15pt}{20pt}}
|
||||||
|
\makeatother
|
||||||
|
|
||||||
|
%-------------------------
|
||||||
|
% Custom commands
|
||||||
|
\newcommand{\resumeItem}[1]{
|
||||||
|
\item{
|
||||||
|
{#1\vspace{-2pt}}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
\newcommand{\resumeSubItem}[2]{
|
||||||
|
\item
|
||||||
|
\textbf{\color{black}#1}
|
||||||
|
\vspace{1pt} % Adjust this value to increase or decrease space
|
||||||
|
% \small
|
||||||
|
#2\vspace{-5pt} % Adjust this value to increase or decrease space between items
|
||||||
|
}
|
||||||
|
|
||||||
|
\newcommand{\resumeSchoolItem}[2]{
|
||||||
|
\item
|
||||||
|
\begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
|
||||||
|
\textbf{\color{black} #1} & \textbf{ #2} \\
|
||||||
|
\end{tabular*}\vspace{-7pt}
|
||||||
|
}
|
||||||
|
|
||||||
|
\newcommand{\resumeSubheading}[4]{
|
||||||
|
\vspace{-2pt}\item
|
||||||
|
\begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
|
||||||
|
\textbf{\color{black} #1} & \textbf{ #2} \\
|
||||||
|
\textit{#3} & \textit{ #4} \\
|
||||||
|
\end{tabular*}\vspace{-7pt}
|
||||||
|
}
|
||||||
|
|
||||||
|
\newcommand{\resumeSubSubheading}[2]{
|
||||||
|
\item
|
||||||
|
\begin{tabular*}{1.0\textwidth}{l@{\extracolsep{\fill}}r}
|
||||||
|
\textit{#1} & \textit{ #2} \\
|
||||||
|
\end{tabular*}\vspace{-7pt}
|
||||||
|
}
|
||||||
|
|
||||||
|
\newcommand{\resumeProjectHeading}[2]{
|
||||||
|
\vspace{-2pt}\item
|
||||||
|
\begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r}
|
||||||
|
#1 & \textbf{ #2}\\
|
||||||
|
\end{tabular*}\vspace{-8pt}
|
||||||
|
}
|
||||||
|
|
||||||
|
% \newcommand{\resumeSubItem}[1]{\resumeItem{#1}\vspace{-4pt}}
|
||||||
|
|
||||||
|
\renewcommand\labelitemi{$\vcenter{\hbox{\tiny$\bullet$}}$}
|
||||||
|
\renewcommand\labelitemii{$\vcenter{\hbox{\tiny$\bullet$}}$}
|
||||||
|
|
||||||
|
\newcommand{\resumeSubHeadingListStart}{\begin{itemize}[leftmargin=0.0in, label={}]}
|
||||||
|
\newcommand{\resumeSubHeadingListEnd}{\end{itemize}}%\vspace{-7pt}}
|
||||||
|
\newcommand{\resumeItemListStart}{\begin{itemize}}
|
||||||
|
\newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-7pt}}
|
||||||
|
|
||||||
|
\pdfstringdefDisableCommands{\def\color#1{}}
|
||||||
|
%-------------------------------------------
|
||||||
|
%%%%%% RESUME STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
||||||
|
\begin{document}
|
||||||
|
|
||||||
|
%----------HEADING----------
|
||||||
|
\begin{tabular*}{\textwidth}{@{\hspace{-1ex}}l}
|
||||||
|
\textbf{\href{http://m.nisyif.com/}{\Huge\color{blue}MURTADHA NISYIF}} \vspace{2pt}\\
|
||||||
|
\href{mailto:mnisyif@gmail.com}{\faIcon{at} mnisyif@gmail.com} $|$
|
||||||
|
\faIcon{phone-square-alt} +964 775 608 4424 $|$
|
||||||
|
\faIcon{map-marker-alt} Karbala, Iraq $|$
|
||||||
|
\href{https://m.nisyif.com/}{\faIcon{user-tie} m.nisyif.com} $|$
|
||||||
|
\href{https://www.linkedin.com/in/mnisyif}{\faIcon{linkedin} linkedin.com/ln/mnisyif} $|$
|
||||||
|
\href{https://github.com/mnisyif}{\faIcon{github} github.com/mnisyif}\vspace{12pt} \\
|
||||||
|
\end{tabular*}
|
||||||
|
|
||||||
|
\vspace{-20pt}
|
||||||
|
|
||||||
|
%----------Experience----------
|
||||||
|
\section{\color{blue}WORK EXPERIENCE}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
\resumeSubheading
|
||||||
|
{Teaching Assistant}{Sep 2024 -- Dec 2025}
|
||||||
|
{University of Guelph}{Guelph, Ontario}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem {Led lab demonstrations and tutorials for 100+ students, providing hands-on guidance in implementing robotic control, navigation algorithms, and hardware/software integration}
|
||||||
|
\resumeItem {Facilitated technical comprehension by bridging theoretical lecture concepts with practical applications in microcomputer interfacing and robotic systems}
|
||||||
|
\resumeItem {Evaluated student performance across lab reports, project deliverables, and live demonstrations, providing constructive feedback to improve technical writing and problem-solving skills}
|
||||||
|
\resumeItem {Resolved complex student inquiries during office hours and Q\&A sessions, ensuring a deep understanding of both high-level robotics and low-level system interfacing}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeSubheading
|
||||||
|
{Researcher - Machine Learning}{Jan 2024 – Dec 2025}
|
||||||
|
{University of Guelph}{ Guelph, Ontario}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem {Developed semantic communication pipelines using Swin Transformer models, achieving a 30× reduction in bandwidth usage and 29\% lower latency while preserving atleast 96\% task accuracy under variable network conditions}
|
||||||
|
\resumeItem {Extended models with adaptive deterministic mechanisms to handle bandwidth fluctuations and anomalies, ensuring stable real-time performance}
|
||||||
|
\resumeItem {Quantized encoder models to INT8 during edge–cloud simulations to emulate smartphone hardware constraints, enabling realistic performance benchmarking}
|
||||||
|
\resumeItem {Published a first-author paper in IEEE conference proceedings, detailing the novel integration of semantic communication with edge computing for real-time, near real-time and task-offloading applications}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeSubheading
|
||||||
|
{Software Developer}{Oct 2022 – Oct 2023}
|
||||||
|
{University of Guelph - Robotics Institute}{ Guelph, Ontario}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem {Architected and containerized a multi-technology stack combining ROS2, Node.js, and Vue to enable seamless real-time control across distributed robotic systems}
|
||||||
|
\resumeItem {Implemented automated AWS infrastructure provisioning with Terraform and integrated CI/CD pipelines via GitLab and Jenkins, reducing manual deployment steps by 80\%}
|
||||||
|
\resumeItem {Created a secure certificate management workflow that streamlined Let's Encrypt renewals and configured a Nginx reverse proxy to enforce HTTPS and granular CORS policies}
|
||||||
|
\resumeItem {Led the design and implementation of an accessible smart door system using ESP32, PIR sensors, and React Native, achieving over 95\% reliability in extensive field tests}
|
||||||
|
\resumeItemListEnd
|
||||||
|
\resumeSubHeadingListEnd
|
||||||
|
|
||||||
|
%-----------EDUCATION-----------
|
||||||
|
\section{\color{blue}EDUCATION}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Masters of Applied Science - Semantic Communication}}{Dec 2025}
|
||||||
|
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Bachelors of Engineering - Computer Engineering}}{Apr 2023}
|
||||||
|
\resumeSubHeadingListEnd
|
||||||
|
|
||||||
|
%-----------SKILLS-----------
|
||||||
|
\section{\color{blue}SKILLS, TECHNOLOGIES, INTERESTS}
|
||||||
|
\begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
|
||||||
|
\textbf{Skills: } & AI; DevOps; Cloud Computing; IaC; Containerization; CI/CD; Monitoring; Data Engineering; ML Ops \\
|
||||||
|
\textbf{Languages: } & Python; C++; C; Rust; JavaScript; HTML; Java; Bash; Go \\
|
||||||
|
\textbf{Tech Stacks: } & FastAPI; PyTorch; React; Flask; SQLite, PostgresSQL, MongoDB, Express JS; Node.js; Swagger; Docker; Git; Jenkins; Terraform; AWS; Kubernetes \\
|
||||||
|
\end{tabularx}
|
||||||
|
\vspace{-7pt}
|
||||||
|
|
||||||
|
%-----------PROJECTS-----------
|
||||||
|
\section{\color{blue}PROJECTS}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
|
||||||
|
\resumeProjectHeading {\textbf{\color{black}Home lab Adminstration} $|$ \color{blue} \emph{Docker, Terraform, Jenkins, Prometheus, Grafana, SSL/TLS}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{Orchestrate a comprehensive home lab environment managing 15+ Docker containers for media, web, and gaming services, configured auto-renewal SSL/TLS certification with Let’s Encrypt, setup Prometheus/Grafana monitoring, and applied Fail2Ban for robust security achieving 99.9\% uptime and detailed system analytics}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeProjectHeading{\textbf{\color{black}Heart Disease Predictor} $|$ \color{blue} \emph{Python, Flask, RESTful, HTML, CSS, JS}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{Developed a scalable Flask-RESTful API paired with an interactive HTML/JS frontend while leveraging the UCI dataset and implemented real-time feature scaling with hyperparameter tuning to deliver a 95\% prediction accuracy, supporting timely clinical decision-making}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeProjectHeading{\textbf{\color{black} Real-Time Noise Cancellation with RL} $|$ \color{blue} \emph{Python, PyTorch, Gymnasium, SciPy, librosa}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{Created a bespoke OpenAI Gym environment incorporating FFT-based audio processing and trained a PPO agent to perform adaptive noise cancellation in real time, achieving processing speeds exceeding 5,200 FPS for high-fidelity audio performance}
|
||||||
|
\resumeItemListEnd
|
||||||
|
\resumeSubHeadingListEnd
|
||||||
|
\vspace{-7pt}
|
||||||
|
|
||||||
|
\section{\color{blue}PUBLICATIONS}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
|
||||||
|
\resumeProjectHeading
|
||||||
|
{\textbf{Network-Aware Adaptive Semantic Image Transmission in Edge-Cloud Communications}}{MECOM 2025}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{Proposed an adaptive JSCC framework that couples Swin-Transformers with real-time network telemetry to optimize image transmission over dynamic 5G/6G core networks (Published, IEEE Xplore)}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeProjectHeading
|
||||||
|
{\textbf{Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}}{CCECE 2024}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{Utilized transformer-based edge-to-cloud models to achieve a $30\times$ bandwidth reduction and $30\%$ improvement in end-to-end latency for high-speed data systems (Published, IEEE Xplore)}
|
||||||
|
\resumeItemListEnd
|
||||||
|
\resumeSubHeadingListEnd
|
||||||
|
|
||||||
|
|
||||||
|
\end{document}
|
||||||
Loading…
Add table
Add a link
Reference in a new issue