diff --git a/resumes/Murtadha.pdf b/resumes/Murtadha.pdf index 80bb7fe..ef8f60d 100644 Binary files a/resumes/Murtadha.pdf and b/resumes/Murtadha.pdf differ diff --git a/resumes/Murtadha.tex b/resumes/Murtadha.tex index 93ba269..cbb9303 100644 --- a/resumes/Murtadha.tex +++ b/resumes/Murtadha.tex @@ -1,3 +1,4 @@ + \documentclass[letterpaper,11pt]{article} \usepackage{geometry} % For page layout adjustments like \addtolength @@ -18,6 +19,12 @@ \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} @@ -43,16 +50,20 @@ % Sections formatting \titleformat{\section}{ - \vspace{-4pt}\scshape\raggedright \fontsize{12}{10} \bfseries + \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\small{ + \item{ {#1\vspace{-2pt}} } } @@ -61,36 +72,37 @@ \item \textbf{\color{black}#1} \vspace{1pt} % Adjust this value to increase or decrease space - \small#2\vspace{-2pt} % Adjust this value to increase or decrease space between items +% \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{\small #2} \\ + \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{\small #2} \\ - \textit{\small#3} & \textit{\small #4} \\ + \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{\small#1} & \textit{\small #2} \\ + \textit{#1} & \textit{ #2} \\ \end{tabular*}\vspace{-7pt} } \newcommand{\resumeProjectHeading}[2]{ \vspace{-2pt}\item \begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r} - \small#1 & \textbf{\small #2}\\ - \end{tabular*}\vspace{-10pt} + #1 & \textbf{ #2}\\ + \end{tabular*}\vspace{-8pt} } % \newcommand{\resumeSubItem}[1]{\resumeItem{#1}\vspace{-4pt}} @@ -103,20 +115,26 @@ \newcommand{\resumeItemListStart}{\begin{itemize}} \newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-7pt}} +\pdfstringdefDisableCommands{\def\color#1{}} %------------------------------------------- %%%%%% RESUME STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%% \begin{document} %----------HEADING---------- -\begin{tabular*}{\textwidth}{ @{\extracolsep{\fill}}l @{\hspace{-1ex}}l @{\hspace{-1ex}}l} - \textbf{\href{http://m.nisyif.com/}{\huge\color{blue}Murtadha Nisyif}} & \faIcon{map-marker-alt} Ontario, Canada & \faIcon{link} \href{https://m.nisyif.com/}{m.nisyif.com} \\ - \emph{\Large } & \faIcon{at} \href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com} & \faIcon{linkedin} \href{https://www.linkedin.com/in/mnisyif/}{linkedin.com/in/mnisyif}\\ - & \faIcon{phone-square-alt} +1 (519) 502-8463 & \faIcon{github} \href{https://www.github.com/mnisyif}{github.com/mnisyif} +\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{-10pt} + +\vspace{-20pt} %----------Experience---------- -\section{\color{blue}Relevant Work Experience} +\section{\color{blue}WORK EXPERIENCE} \resumeSubHeadingListStart \resumeSubheading {Teaching Assistant - ENGG*3640: Microcomputer Interfacing}{Sep 2024 -- Dec 2024} @@ -128,62 +146,78 @@ \resumeItem {Addressed student inquiries related to both lectures and lab work, reinforcing theoretical concepts through practical applications} \resumeItemListEnd - \resumeSubheading - {ML Engineer - Researcher}{Jan 2024 -- Present} - {University of Guelph}{Guelph, Ontario} + \resumeSubheading + {Software Engineer—Machine Learning}{Jan 2024 – Aug 2025} + {University of Guelph}{ Guelph, Ontario} \resumeItemListStart - \resumeItem {Performed latency data acquisition and thorough dataset diagnosis across diverse hardware setups, applying advanced analysis and feature engineering to identify key correlations-enabling the model to determine optimal transformer configurations for varying networks conditions} - \resumeItem {Designed, implemented, 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 {Deployed Swin Transformer-based models in edge-cloud systems to offload processing from the core network, achieving higher throughput and reducing end-to-end communication latency by up to 29\%, alongside a 30x reduction in network bandwidth utilization} - \resumeItem {Deployed existing PyTorch-based implementations onto Kira SoCs using Vitis AI™, to leverage SoC's hardware acceleration} + \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} + {Software Developer}{Oct 2022 – Oct 2023} + {University of Guelph – Robotics Institute}{ Guelph, Ontario} \resumeItemListStart - \resumeItem {Implemented a server-client backend system for an Assistive Robotic Feeding System in ROS2, utilizing Python and C++ packages to integrate robotic components with system software} - \resumeItem {Designed and deployed a wheelchair-friendly smart door system with geo-fencing and automated operations, leveraging ESP32 microprocessors, PIR sensors, and smartphone control via a React Native app, showcasing systems integration} - \resumeItem {Enhanced and maintained the smart door system's full-stack codebase, including a Node.js backend, React Native app, and Vue Dashboard, incorporating advanced features like voice recognition and passive BLE scanning and real-time user analytics for seamless user experience} - \resumeItem {Deployed scalable, reliable full-stack app on AWS EC2 instances and S3 storage using Terraform for Infrastructure as Code (IaC), and Jenkins for CI/CD cloud infrastructure and automated deployment} + \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} - %-----------SKILLS----------- - \section{\color{blue}Skills} - \begin{tabular}{ @{} >{\bfseries}l @{\hspace{1.2ex}}l} - \textbf{\color{black}Languages:} & C/C++, Python, Rust, Java, SQL, Bash, JavaScript, HTML, CSS, CMake \\ - \textbf{\color{black}Frameworks:} & PyTorch, TensorFlow, Node.js, React, Express.js, ROS \\ - \textbf{\color{black}Cloud and DevOps:} & AWS, Docker, Kubernetes, Terraform, Jenkins, PostgreSQL, MongoDB, SQLite \\ - \textbf{\color{black}Tools and Protocols:} & Git, Postman, Flask, Swagger, Jira, CMake, HTTP, TCP, Ladder Logic (PLC) \\ - \end{tabular} - \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} +\section{\color{blue}PROJECTS} \resumeSubHeadingListStart - \resumeSubItem{\textbf{\color{black}Full-stack application}} - {Built and Dockerized a full-stack portfolio using React and Java (microservices architecture), hosting it on a home server via a Jenkins CI/CD pipeline and Minio S3 bucket} - \resumeSubItem{\textbf{\color{black}DevOps Homelab}} - {Setup dockerized applications, virtual machines, and Kubernetes clusters sing Terraform scripts. Managed personal Jenkins CI/CD pipelines, and implemented Ceph for distributed storage} + \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 - \resumeSubItem{\textbf{\color{black}RL Dynamic Noise Cancelling:}} - {Implemented real-time Automatic Noise Filtering using Reinforcement Learning and Dynamic Sparse Training in PyTorch} + \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 - \resumeSubHeadingListEnd - \vspace{-8pt} + \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 - %-----------EDUCATION----------- -\section{\color{blue}Education} - \resumeSubHeadingListStart - \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{} - \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Comp. - Computer Science}}{} - \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{} + \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} - + % \vspace{-8pt} \end{document}