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/resumes/build/resume_en.pdf b/resumes/Murtadha.pdf similarity index 50% rename from resumes/build/resume_en.pdf rename to resumes/Murtadha.pdf index 38632a3..ef8f60d 100644 Binary files a/resumes/build/resume_en.pdf and b/resumes/Murtadha.pdf differ diff --git a/resumes/Murtadha.tex b/resumes/Murtadha.tex new file mode 100644 index 0000000..cbb9303 --- /dev/null +++ b/resumes/Murtadha.tex @@ -0,0 +1,223 @@ + +\documentclass[letterpaper,11pt]{article} + +\usepackage{geometry} % For page layout adjustments like \addtolength +\usepackage{url} % For \urlstyle +\usepackage{latexsym} +\usepackage[empty]{fullpage} +\usepackage{titlesec} +\usepackage{marvosym} +\usepackage[usenames,dvipsnames]{color} +\usepackage{verbatim} +\usepackage{enumitem} +\usepackage[hidelinks]{hyperref} +\usepackage{fancyhdr} +\usepackage[english]{babel} +\usepackage{tabularx} +\usepackage{fontawesome5} +\usepackage{multicol} +\usepackage{graphicx} +\usepackage[export]{adjustbox} +\usepackage{multirow} +\usepackage{textcase} +\usepackage{anyfontsize} % allows arbitrary font sizes +\AtBeginDocument{% + \fontsize{9pt}{11pt}\selectfont +} + +\setlength{\multicolsep}{-3.0pt} +\setlength{\columnsep}{-1pt} +\input{glyphtounicode} + +\pagestyle{fancy} +\fancyhf{} % clear all header and footer fields +\fancyfoot{} +\renewcommand{\headrulewidth}{0pt} +\renewcommand{\footrulewidth}{0pt} + +% Adjust margins +\addtolength{\oddsidemargin}{-0.6in} +\addtolength{\evensidemargin}{-0.5in} +\addtolength{\textwidth}{1.19in} +\addtolength{\topmargin}{-.7in} +\addtolength{\textheight}{1.4in} + +\urlstyle{same} + +\raggedbottom +\raggedright +\setlength{\tabcolsep}{0in} + +% Sections formatting +\titleformat{\section}{ + \vspace{-4pt}\raggedright \fontsize{9}{12} \bfseries +}{}{0em}{}[\color{blue}\titlerule \vspace{-5pt}] + +% Ensure that generate pdf is machine readable/ATS parsable +\pdfgentounicode=1 + +\makeatletter +\renewcommand\Huge{\@setfontsize\Huge{15pt}{20pt}} +\makeatother + +%------------------------- +% Custom commands +\newcommand{\resumeItem}[1]{ + \item{ + {#1\vspace{-2pt}} + } +} + +\newcommand{\resumeSubItem}[2]{ + \item + \textbf{\color{black}#1} + \vspace{1pt} % Adjust this value to increase or decrease space +% \small + #2\vspace{-5pt} % Adjust this value to increase or decrease space between items +} + +\newcommand{\resumeSchoolItem}[2]{ + \item + \begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r} + \textbf{\color{black} #1} & \textbf{ #2} \\ + \end{tabular*}\vspace{-7pt} +} + +\newcommand{\resumeSubheading}[4]{ + \vspace{-2pt}\item + \begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r} + \textbf{\color{black} #1} & \textbf{ #2} \\ + \textit{#3} & \textit{ #4} \\ + \end{tabular*}\vspace{-7pt} +} + +\newcommand{\resumeSubSubheading}[2]{ + \item + \begin{tabular*}{1.0\textwidth}{l@{\extracolsep{\fill}}r} + \textit{#1} & \textit{ #2} \\ + \end{tabular*}\vspace{-7pt} +} + +\newcommand{\resumeProjectHeading}[2]{ + \vspace{-2pt}\item + \begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r} + #1 & \textbf{ #2}\\ + \end{tabular*}\vspace{-8pt} +} + +% \newcommand{\resumeSubItem}[1]{\resumeItem{#1}\vspace{-4pt}} + +\renewcommand\labelitemi{$\vcenter{\hbox{\tiny$\bullet$}}$} +\renewcommand\labelitemii{$\vcenter{\hbox{\tiny$\bullet$}}$} + +\newcommand{\resumeSubHeadingListStart}{\begin{itemize}[leftmargin=0.0in, label={}]} +\newcommand{\resumeSubHeadingListEnd}{\end{itemize}}%\vspace{-7pt}} +\newcommand{\resumeItemListStart}{\begin{itemize}} +\newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-7pt}} + +\pdfstringdefDisableCommands{\def\color#1{}} +%------------------------------------------- +%%%%%% RESUME STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{document} + +%----------HEADING---------- +\begin{tabular*}{\textwidth}{@{\hspace{-1ex}}l} + \textbf{\href{http://m.nisyif.com/}{\Huge\color{blue}MURTADHA NISYIF}} \vspace{2pt}\\ + \href{mailto:mnisyif@gmail.com}{\faIcon{at} mnisyif@gmail.com} $|$ + \faIcon{phone-square-alt} +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 - ENGG*3640: 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 + % \vspace{-8pt} + +%-----------EDUCATION----------- +\section{\color{blue}EDUCATION} + \resumeSubHeadingListStart + \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{Dec 2025} + \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{Apr 2023} + \resumeSubHeadingListEnd +% \vspace{-8pt} + +%-----------SKILLS----------- +\section{\color{blue}CERTIFICATIONS, SKILLS, TECHNOLOGIES, INTERESTS} + \begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X } + \textbf{Certifications: } & AWS Solutions Architect\\ + \textbf{Skills: } & AI; DevOps; Cloud Computing; IaC; Containerization; CI/CD; Monitoring; Data Engineering; ML Ops \\ + \textbf{Technologies: } & Python; C++; C; JavaScript; Rust; HTML; Java; Bash; Flask; FastAPI; Swagger; Node.js; React; PyTorch; MongoDB; PostgreSQL; SQLite; Docker; Kubernetes; Git; Jenkins; Terraform; AWS \\ + % \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/resume_ar.docx b/resumes/resume_ar.docx deleted file mode 100644 index 0306d10..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} - 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-%----------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}