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14 changed files with 264 additions and 475 deletions
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.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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@ -6,10 +6,10 @@
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% Define variables
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% Define variables
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%% Job related
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%% Job related
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\newcommand{\companyName}{Brock Solutions}
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\newcommand{\companyName}{DataAnnotation}
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\newcommand{\hiringManager}{Hiring Team}
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\newcommand{\hiringManager}{Hiring Team}
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||||||
\newcommand{\companyAddress}{Kitchener, ON}
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\newcommand{\companyAddress}{Kitchener, ON}
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\newcommand{\position}{Control Systems Engineer}
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\newcommand{\position}{Cloud Engineer - AI Trainer}
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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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@ -17,11 +17,51 @@
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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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\begin{document}
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\begin{document}
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\input{sections/00-header.tex}\\
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%=============================
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||||||
\input{sections/01-intro.tex}\\
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% HEADER
|
||||||
\input{sections/02-body.tex} \\
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%=============================
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\input{sections/03-closing.tex}
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\noindent \textbf{\huge \name} \\
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\address \\
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||||||
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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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\noindent \hiringManager \\
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\companyName \\
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\companyAddress \\
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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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%=============================
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||||||
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I am writing to express my interest in the \position{} role at \companyName.
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I am a recent graduate in Computer Engineering with a background in backend development, cloud deployment, and machine learning systems.
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I have built and deployed full-stack applications and production-level services using Python, Docker, Flask, and CI/CD pipelines, and have experience working in both academic and team-based engineering environments.
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I’m eager to contribute my skills and energy to a team committed to technical excellence and innovation.
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%=============================
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% MAIN BODY SECTION
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%=============================
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||||||
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\vspace{1em}
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||||||
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\noindent My technical experience includes training ML models, deploying microservices, and integrating code into automated testing workflows. I’ve developed a heart disease prediction app using Flask and scikit-learn, engineered full-stack projects with React and Java, and maintained a Docker-based homelab environment running CI/CD and container orchestration. Other projects include memory allocation simulators in C, car classification using CNNs, reinforcement-based dynamic noise cancellation, and an accessibility-focused Braille converter powered by Raspberry Pi.
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\vspace{1em}
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||||||
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In addition to my programming work, I bring strong written communication skills and attention to detail. Whether writing technical documentation, explaining model decisions, or debugging tricky outputs, I enjoy breaking down complex problems and analyzing code quality. I am confident in evaluating code for correctness, performance, and clarity. I look forward to helping shape models that do the same.
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%=============================
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% CLOSING SECTION
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||||||
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%=============================
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\vspace{1em}
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\noindent I am confident that my hands-on experience, collaborative mindset, and drive for technical excellence make me a strong fit for the \position{} role at \companyName. I am available for an interview at your convenience and would appreciate the opportunity to further discuss how I can contribute to your team. Please feel free to reach out to me at \email{} or by phone at \phone. Thank you for your time and consideration.
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\vspace{2em}
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\noindent Sincerely, \\
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% \vspace{1em}
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\noindent\name
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\end{document}
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\end{document}
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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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\vspace{1em}
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\noindent \today \\
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\noindent \hiringManager \\
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\companyName \\
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\companyAddress \\
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\noindent Dear \hiringManager, \\
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\vspace{1em}
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@ -1,3 +0,0 @@
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\indent I am excited to apply for the \position\ position at \companyName.
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With solid foundation in software development and hands-on experience in designing and deploying integrated systems,
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I am confident in my ability to contribute to your team and help drive the continued success of \companyName.\\
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@ -1,16 +0,0 @@
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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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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.
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||||||
Additionally, I worked on a Smart Door application, integrating microcontrollers and sensors (ESP32, PIR) to deliver a stable, automated experience.
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||||||
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.\\
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||||||
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||||||
Beyond my professional roles, I actively explore industrial automation and embedded systems in my personal projects.
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||||||
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.
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||||||
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.
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||||||
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.
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||||||
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.
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||||||
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.
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||||||
My background has prepared me to excel in roles that demand both technical depth and adaptability.\\
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||||||
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@ -1,12 +0,0 @@
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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.
|
|
||||||
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|
||||||
\vspace{2em}
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||||||
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||||||
\noindent Sincerely, \\
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||||||
\vspace{1em}
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||||||
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\noindent \name
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BIN
resumes/Murtadha.pdf
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BIN
resumes/Murtadha.pdf
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217
resumes/Murtadha.tex
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217
resumes/Murtadha.tex
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@ -0,0 +1,217 @@
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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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\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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|
||||||
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% \newcommand{\resumeSubItem}[1]{\resumeItem{#1}\vspace{-4pt}}
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\renewcommand\labelitemi{$\vcenter{\hbox{\tiny$\bullet$}}$}
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\renewcommand\labelitemii{$\vcenter{\hbox{\tiny$\bullet$}}$}
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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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\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} +1 (519) 502-8463 $|$
|
||||||
|
\faIcon{map-marker-alt} Ontario, Canada $|$
|
||||||
|
\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
|
||||||
|
{Researcher - Machine Learning \& Semantic Communications}{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 (6-core CPU, limited RAM), 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 (Work Study)}{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
|
||||||
|
|
||||||
|
\resumeSubheading
|
||||||
|
{Information Technology Analyst}{Jul 2020 – Dec 2020}
|
||||||
|
{Kitchener Downtown Community Health Center — SRHC}{ Kitchener, Ontario}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem {Deployed and tuned a centralized Samba file server, increasing file distribution efficiency by 40\% across more than 20 staff and multiple departments}
|
||||||
|
\resumeItem {Configured and maintained a FortiGate firewall and VPN solution for 60 users, integrating Prometheus-based monitoring for real-time diagnostics and rapid issue resolution}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\resumeSubHeadingListEnd
|
||||||
|
|
||||||
|
%-----------EDUCATION-----------
|
||||||
|
\section{\color{blue}EDUCATION}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Masters of Applied Science - Semantic Communication \& ML}}{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; JavaScript; Rust; HTML; Java; Bash\\
|
||||||
|
\textbf{Tech Stacks: } & FastAPI; PyTorch; React; Flask; SQLite, PostgresSQL, MongoDB, Express JS; Node.js; Swagger; Docker; Git; Jenkins; Terraform; AWS; Kubernetes
|
||||||
|
% \textbf{Languages: } & English (Fluent); Arabic (Fluent)
|
||||||
|
\end{tabularx}
|
||||||
|
\vspace{-7pt}
|
||||||
|
|
||||||
|
%-----------PROJECTS-----------
|
||||||
|
\section{\color{blue}PROJECTS}
|
||||||
|
\resumeSubHeadingListStart
|
||||||
|
|
||||||
|
\resumeProjectHeading {\textbf{\color{black}Personal Portfolio Website} $|$ \color{blue} \emph{React, Rust, Async, Jenkins, Docker}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{Built a portfolio website featuring a React frontend coupled with a resilient Rust backend}
|
||||||
|
\resumeItem{Integrated comprehensive Jenkins CI/CD pipelines and Docker-based deployment, slashing manual release efforts by 70\% and ensuring high availability}
|
||||||
|
\resumeItemListEnd
|
||||||
|
|
||||||
|
\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}HAM10K Skin Cancer Classifier} $|$ \color{blue} \emph{Python, PyTorch, SciPy, Pandas}}{}
|
||||||
|
\resumeItemListStart
|
||||||
|
\resumeItem{Engineered a comprehensive deep learning pipeline integrating a PCA-enhanced MLP, a custom-designed DCNN, and the RegNetY-320 architecture}
|
||||||
|
\resumeItem{Applied systematic class rebalancing and extensive data augmentation to achieve 96.9\% accuracy, an optimal F1-score, and a flawless 1.00 AUC}
|
||||||
|
\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{-8pt}
|
||||||
|
\end{document}
|
||||||
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|
|
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|
||||||
\documentclass[letterpaper,11pt]{article}
|
|
||||||
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||||||
\usepackage{geometry}
|
|
||||||
\usepackage{url}
|
|
||||||
\usepackage{latexsym}
|
|
||||||
\usepackage[empty]{fullpage}
|
|
||||||
\usepackage{titlesec}
|
|
||||||
\usepackage{marvosym}
|
|
||||||
\usepackage[usenames,dvipsnames]{color}
|
|
||||||
\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}
|
|
||||||
|
|
@ -1,224 +0,0 @@
|
||||||
\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} +1 (519) 502-8463 $|$
|
|
||||||
\faIcon{map-marker-alt} Ontario, Canada $|$
|
|
||||||
\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 - Robotic Systems}{Sep 2025 -- Dec 2025}
|
|
||||||
{University of Guelph}{Guelph, Ontario}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem {Conducted tutorials to reinforce lecture material and guide students through robotics concepts}
|
|
||||||
\resumeItem {Led lab demonstrations and provided hands-on guidance in implementing robotic control and navigation algorithms}
|
|
||||||
\resumeItem {Graded assignments, lab reports, and project deliverables with constructive feedback}
|
|
||||||
\resumeItem {Supported students through Q\&A sessions and office hours, enhancing both technical and problem-solving skills}
|
|
||||||
\resumeItemListEnd
|
|
||||||
|
|
||||||
\resumeSubheading
|
|
||||||
{Teaching Assistant - Microcomputer Interfacing}{Sep 2024 -- Dec 2024}
|
|
||||||
{University of Guelph}{Guelph, Ontario}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem {Assisted in administering labs by guiding students through hardware/software integration tasks}
|
|
||||||
\resumeItem {Evaluated and graded lab reports and assessments, ensuring clear feedback and fair evaluation}
|
|
||||||
\resumeItem {Assessed student lab demonstrations and provided constructive feedback on their implementations}
|
|
||||||
\resumeItem {Addressed student inquiries related to both lectures and lab work, reinforcing theoretical concepts through practical applications}
|
|
||||||
\resumeItemListEnd
|
|
||||||
|
|
||||||
\resumeSubheading
|
|
||||||
{Software Engineer—Machine Learning}{Jan 2024 – Aug 2025}
|
|
||||||
{University of Guelph}{ Guelph, Ontario}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem {Spearheaded the integration of a Swin-Transformer–based compressor into a sophisticated edge-to-cloud pipeline, achieving a 30× reduction in bandwidth usage and a 29\% decrease in latency under variable network conditions}
|
|
||||||
\resumeItem {Architectured and trained an adaptive model extension to the existing semantic communication transformer,improving real-time responses to network bandwidth fluctuations while maintaining at least 96\% model accuracy}
|
|
||||||
\resumeItem {Quantized PyTorch models via Vitis AI to ONNX for deployment on Xilinx Kria SoCs, leveraging hardware acceleration for 3× faster inference}
|
|
||||||
\resumeItem {Published a first-author paper in IEEE conference proceedings, detailing the novel integration of semantic communication with edge computing for real-time applications}
|
|
||||||
\resumeItem {Extended semantic communication models with predictive adaptation mechanisms for network anomalies, sustaining 96\% task accuracy under fluctuating conditions}
|
|
||||||
\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}HAM10K Skin Cancer Classifier} $|$ \color{blue} \emph{Python, PyTorch, SciPy, Pandas}}{}
|
|
||||||
\resumeItemListStart
|
|
||||||
\resumeItem{Engineered a comprehensive deep learning pipeline integrating a PCA-enhanced MLP, a custom-designed DCNN, and the RegNetY-320 architecture}
|
|
||||||
\resumeItem{Applied systematic class rebalancing and extensive data augmentation to achieve 96.9\% accuracy, an optimal F1-score, and a flawless 1.00 AUC}
|
|
||||||
\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
|
|
||||||
|
|
||||||
\end{document}
|
|
||||||
Loading…
Add table
Add a link
Reference in a new issue