diff --git a/.gitignore b/.gitignore index 2939f73..36347b5 100644 --- a/.gitignore +++ b/.gitignore @@ -7,9 +7,3 @@ *.log *.out *.synctex.gz - -# Ignore everything in the build directory -build/* - -!build/*.pdf - diff --git a/coverletters/cl.pdf b/coverletters/cl.pdf index b082175..d64b87a 100644 Binary files a/coverletters/cl.pdf and b/coverletters/cl.pdf differ diff --git a/coverletters/cl.tex b/coverletters/cl.tex index 6fddea2..3886b18 100644 --- a/coverletters/cl.tex +++ b/coverletters/cl.tex @@ -6,10 +6,10 @@ % Define variables %% Job related -\newcommand{\companyName}{Brock Solutions} +\newcommand{\companyName}{DataAnnotation} \newcommand{\hiringManager}{Hiring Team} \newcommand{\companyAddress}{Kitchener, ON} -\newcommand{\position}{Control Systems Engineer} +\newcommand{\position}{Cloud Engineer - AI Trainer} %% Personal \newcommand{\name}{Murtadha Nisyif} @@ -17,11 +17,51 @@ \newcommand{\email}{\href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com}} \newcommand{\phone}{+1 (519) 502-8463} \newcommand{\links}{\href{https://m.nisyif.com}{Website} | \href{https://www.linkedin.com/in/mnisyif}{LinkedIn} | \href{https://www.github.com/mnisyif}{GitHub}} -\newcommand{\schoolName}{University of Guelph} \begin{document} -\input{sections/00-header.tex}\\ -\input{sections/01-intro.tex}\\ -\input{sections/02-body.tex} \\ -\input{sections/03-closing.tex} +%============================= +% HEADER +%============================= +\noindent \textbf{\huge \name} \\ +\address \\ +\email \quad | \quad \phone \\ +\links \\ +\vspace{1em} + +\noindent \today \\ + +\noindent \hiringManager \\ +\companyName \\ +\companyAddress \\ + +\noindent Dear \hiringManager, \\ +\vspace{1em} + +%============================= +% OPENING SECTION +%============================= +I am writing to express my interest in the \position{} role at \companyName. +I am a recent graduate in Computer Engineering with a background in backend development, cloud deployment, and machine learning systems. +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. +I’m eager to contribute my skills and energy to a team committed to technical excellence and innovation. + +%============================= +% MAIN BODY SECTION +%============================= +\vspace{1em} +\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. + +\vspace{1em} +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. + +%============================= +% CLOSING SECTION +%============================= +\vspace{1em} +\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. + +\vspace{2em} +\noindent Sincerely, \\ +% \vspace{1em} +\noindent\name \end{document} diff --git a/coverletters/sections/00-header.tex b/coverletters/sections/00-header.tex deleted file mode 100644 index 44f779b..0000000 --- a/coverletters/sections/00-header.tex +++ /dev/null @@ -1,14 +0,0 @@ -\noindent \textbf{\huge \name} \\ -\address \\ -\email | \phone \\ -\links \\ -\vspace{1em} - -\noindent \today \\ - -\noindent \hiringManager \\ -\companyName \\ -\companyAddress \\ - -\noindent Dear \hiringManager, \\ -\vspace{1em} diff --git a/coverletters/sections/01-intro.tex b/coverletters/sections/01-intro.tex deleted file mode 100644 index 757b94d..0000000 --- a/coverletters/sections/01-intro.tex +++ /dev/null @@ -1,3 +0,0 @@ -\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.\\ diff --git a/coverletters/sections/02-body.tex b/coverletters/sections/02-body.tex deleted file mode 100644 index 1d269bd..0000000 --- a/coverletters/sections/02-body.tex +++ /dev/null @@ -1,16 +0,0 @@ -\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. -This experience in real-time environments helped me develop a strong foundation for programming, deploying, and optimizing systems under various operational conditions.\\ - -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.\\ - -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.\\ \ No newline at end of file diff --git a/coverletters/sections/03-closing.tex b/coverletters/sections/03-closing.tex deleted file mode 100644 index 0d66037..0000000 --- a/coverletters/sections/03-closing.tex +++ /dev/null @@ -1,12 +0,0 @@ -\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 diff --git a/resumes/Murtadha.pdf b/resumes/Murtadha.pdf new file mode 100644 index 0000000..e6672a2 Binary files /dev/null and b/resumes/Murtadha.pdf differ diff --git a/resumes/Murtadha.tex b/resumes/Murtadha.tex new file mode 100644 index 0000000..e40f0a1 --- /dev/null +++ b/resumes/Murtadha.tex @@ -0,0 +1,217 @@ +\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 + {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} diff --git a/resumes/build/resume_ar.pdf b/resumes/build/resume_ar.pdf deleted file mode 100644 index 5ced4c5..0000000 Binary files a/resumes/build/resume_ar.pdf and /dev/null differ diff --git a/resumes/build/resume_en.pdf b/resumes/build/resume_en.pdf deleted file mode 100644 index 38632a3..0000000 Binary files a/resumes/build/resume_en.pdf and /dev/null differ diff --git a/resumes/resume_ar.docx b/resumes/resume_ar.docx deleted file mode 100644 index 0cbb569..0000000 Binary files a/resumes/resume_ar.docx and /dev/null differ diff --git a/resumes/resume_ar.tex b/resumes/resume_ar.tex deleted file mode 100644 index a878b73..0000000 --- a/resumes/resume_ar.tex +++ /dev/null @@ -1,193 +0,0 @@ -\documentclass[letterpaper,11pt]{article} - -\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} diff --git a/resumes/resume_en.tex b/resumes/resume_en.tex deleted file mode 100644 index 3ee949e..0000000 --- a/resumes/resume_en.tex +++ /dev/null @@ -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}