diff --git a/resumes/Murtadha.pdf b/resumes/Murtadha.pdf index 1a6fe08..4cfcd40 100644 Binary files a/resumes/Murtadha.pdf and b/resumes/Murtadha.pdf differ diff --git a/resumes/Murtadha.tex b/resumes/Murtadha.tex index 6b81d8c..59c4353 100644 --- a/resumes/Murtadha.tex +++ b/resumes/Murtadha.tex @@ -19,6 +19,11 @@ \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} @@ -44,16 +49,20 @@ % Sections formatting \titleformat{\section}{ - \vspace{-4pt}\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}} } } @@ -62,36 +71,37 @@ \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}} @@ -110,86 +120,102 @@ \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{} & \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 - {Software Engineer - Machine Learning}{Jan 2024 -- Aug 2025} - {University of Guelph}{Guelph, Ontario} + \resumeSubheading + {Software Engineer—Machine Learning}{Jan 2024 – Aug 2025} + {University of Guelph}{ Guelph, Ontario} \resumeItemListStart - \resumeItem {Drove a \textbf{30$\times$ bandwidth reduction} and \textbf{29\% latency cut} by integrating Swin-Transformer semantic compression into an edge-cloud pipeline, while keeping image fidelity $\ge$88\%} - \resumeItem {Authored an \textbf{adaptive network-aware module} that tunes compression in real time, ensuring lowest-possible latency under fluctuating link conditions} - \resumeItem {Quantised the PyTorch model to ONNX and \textbf{deployed on Xilinx Kria SoCs with Vitis AI}, achieving DPU inference $\sim$3$\times$ faster than CPU baseline} - \resumeItem {Containerised encoder, decoder, and a 10 GbE core-network simulator (TCP/IP); profiled round-trip times with iperf3 to verify 29\% latency optimizations} + \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} \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 {Packaged the complete ROS2, Node.js, and Vue stack into versioned \textbf{Docker images} for clean reproducibility across development and test rigs} - \resumeItem {Provisioned AWS EC2 and S3 resources with \textbf{Terraform}; configured a self-hosted GitLab and \textbf{Jenkins pipeline} to build, test, and deploy the full-stack application with zero-downtime rollouts} - \resumeItem {Implemented \textbf{Let's Encrypt auto-renewal} and Nginx reverse-proxy routing, adding HTTPS and CORS hardening without manual intervention} - \resumeItem {Delivered a wheelchair-friendly smart-door system integrating ESP32, PIR sensors, and React Native control; field-tested reliability at 95 \% success over 3 months} + \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} + {Information Technology Analyst}{Jul 2020 – Dec 2020} + {Kitchener Downtown Community Health Center — SRHC}{ Kitchener, Ontario} \resumeItemListStart - \resumeItem {Designed a Samba-based file-share to replace e-mail transfers, boosting staff file-access speed by $\sim$40\%} - \resumeItem {Configured and maintained \textbf{FortiGate firewall + VPN} for 60 remote users; drafted monitoring proof-of-concept in Prometheus before hand-off} - \resumeItem {Optimized the 3CX PBX workflow, cutting patient on-hold times by 30 \%} - \resumeItem {Led a hardware refresh (switches, servers, workstations) that met security targets while saving 45 \% against budget} + \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} + \resumeItem {Revamped the 3CX PBX system by re-architecting call routing and queue management, reducing patient on-hold times by 30\% and enhancing communication reliability} + \resumeItem {Led a comprehensive hardware modernization initiative by replacing legacy switches, servers, and workstations, which reduced operating costs by 45\% while boosting network performance and security} \resumeItemListEnd \resumeSubHeadingListEnd - \vspace{-8pt} + % \vspace{-8pt} %-----------EDUCATION----------- -\section{\color{blue}Education} +\section{\color{blue}EDUCATION} \resumeSubHeadingListStart - \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{} - \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng - Comp. Engineering, B.Comp. - Comp. Science}}{} + \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{Aug 2025} + \resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{Apr 2023} \resumeSubHeadingListEnd -\vspace{-8pt} +% \vspace{-8pt} %-----------SKILLS----------- -\section{\color{blue}Skills} +\section{\color{blue}CERTIFICATIONS, SKILLS, TECHNOLOGIES, INTERESTS} \begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X } - \textbf{Skills:} & AI; DevOps; Software Testing; Cloud Computing; Data Analysis; ML; CI/CD \\ - \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) + \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{-8pt} + \vspace{-7pt} %-----------PROJECTS----------- -\section{\color{blue}Projects} +\section{\color{blue}PROJECTS} \resumeSubHeadingListStart - \resumeSubItem{\textbf{\color{black}Personal Portfolio Website}} - {Full-Stack Developer: built with React frontend and Rust backend, integrated end-to-end Jenkins CI/CD and Docker deployment; reduced manual deployment time by 70\%} - \resumeSubItem{\textbf{\color{black}Home lab Administration}} - {Managed a fleet of 15 Docker containers hosting media services, websites, and game servers; implemented automated Let's Encrypt SSL issuance, Prometheus/ Grafana monitoring, and Fail2Ban SSH hardening, achieving 99.9\% uptime} - - \resumeSubItem{\textbf{\color{black} Heart Disease Predictor}} - {Full-stack Flask-RESTful application with HTML/CSS/JavaScript frontend; trained on the UCI Heart Disease dataset (11 clinical features) achieving 95\% accuracy; implements input feature scaling for normalized, real-time predictions} - - \resumeSubItem{\textbf{\color{black}Real-Time Noise cancelling with RL}} - {Built a custom OpenAl Gym environment in Python that leverages Dynamic Sparse Training (DST) and FFT-based audio processing (librosa) to adaptively filter noise; implemented a waveform-similarity reward and achieved up to 5209 FPS during PPO training} + \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} - - - - - + % \vspace{-8pt} \end{document}