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\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 Saeed Nisyif}} & \faIcon{map-marker-alt} Ontario, Canada & \faIcon{link} \href{https://m.nisyif.com/}{m.nisyif.com} \\
    \emph{\Large Cloud and ML Engineer} & \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}
\end{tabular*}
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% %----------HEADING----------
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%     % First row with name, location, and portfolio link
%     \textbf{\href{http://m.nisyif.com/}{\huge\color{blue}Murtadha Saeed Nisyif}} &
%     \faIcon{map-marker-alt} Ontario, Canada &
%     \faIcon{link} \href{https://m.nisyif.com/}{Portfolio} &
%     \multirow{3}{*}{\includegraphics[height=2.2cm,frame,round=0.2cm]{my_picture.jpg}} \\
%     % Second row with job title and email
%     \emph{\Large Computer Engineer} &
%     \faIcon{at} \href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com} &
%     \faIcon{linkedin} \href{https://www.linkedin.com/in/mnisyif/}{LinkedIn} & \\
%     % Third row with phone and GitHub
%     &
%     \faIcon{phone-square-alt} +1 (519) 502-8463 &
%     \faIcon{github} \href{https://www.github.com/mnisyif}{Github} & \\
% \end{tabular*}
% \vspace{-5pt}


%----------Experience----------
\section{\color{blue}Relevant Work Experience}
    \resumeSubHeadingListStart
        \resumeSubheading
            {ML Engineer - Researcher}{Jan 2024 -- Dec 2024}
            {University of Guelph}{Guelph, Ontario}
            \resumeItemListStart
                \resumeItem {Collected latency data from diverse hardware setups and performed feature engineering to identify optimal correlations, enhancing model performance in varying network 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\% accuracy}
                \resumeItem {Pioneered deployable transformer-based models for semantic data transmission, achieving 29\% lower latencies in end-to-end communications specifically 30x reduction in network bandwidth utilization}
                \resumeItem {Deployed existing PyTorch-based implementations onto Kira SoCs using Vitis AI™, to leverage SoC's hardware acceleration}
            \resumeItemListEnd

        \resumeSubheading
            {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 {Enhance 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, passive BLE scanning and real-time user analytics for seamless user experience}
                \resumeItem {Deployed scalable, reliable full-stack app on AWS EC2 and S3 using Terraform for Infrastructure as Code (IaC), and Jenkins for CI/CD cloud infrastructurea and automated deployment}
            \resumeItemListEnd

        \resumeSubheading
            {Information Technology Analyst}{Jul 2020 -- Dec 2020}
            {Kitchener Downtown Community Health Centre - SRHC}{Kitchener, Ontario}
            \resumeItemListStart
                \resumeItem {Designed and implemented a scalable on-premise file-sharing system using Samba eliminating email-based file exchanges}
                \resumeItem {Configured and managed Fortinet's FortiGate firewall and VPN to ensure secure and reliabel network communication, improving the team's remote workflow}
                \resumeItem {Streamlined communication between doctors and patients by optimizing the 3CX PBX phone system's answering machine workflow, reducing patient's on-phone waiting times by 30\%}
                \resumeItem {Led a comprehensive network infrastructure upgrade, achieving 45\% budget savings while modernizing systems to meet organizational performance and security standards}
            \resumeItemListEnd

    \resumeSubHeadingListEnd

    %-----------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 \\
        \end{tabular}
    \vspace{-8pt}


%-----------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}

            \resumeSubItem{\textbf{\color{black}RL Dynamic Noise Cancelling:}}
            {Implemented real-time Automatic Noise Filtering using Reinforcement Learning and Dynamic Sparse Training in PyTorch}

        %\resumeSubItem{\textbf{\color{black}Real-Time Text-to-Braille:}}
        %    {Built a Raspberry Pi device for real-time image-to-Braille conversion, enhancing accessibility for the deaf-blind community}

            \resumeSubHeadingListEnd
    \vspace{-8pt}

    %-----------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}}{}
    \resumeSubHeadingListEnd
\vspace{-8pt}

%---------Publications---------
\section{\color{blue}Publications}
    \resumeSubHeadingListStart
        \resumeSubheading
            {Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}{}
            {Published @ IEEE CCECE (Aug 2024)}{}
            \resumeItemListStart
                \resumeItem {Explored a novel approach to incorporate semantic transcoding in edge-cloud system to reduce data latency rates}
            \resumeItemListEnd
    \resumeSubHeadingListEnd
\end{document}