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%-------------------------------------------
%%%%%%  RESUME STARTS HERE  %%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{document}

%----------HEADING----------
\begin{tabular*}{\textwidth}{ @{\extracolsep{\fill}}l @{\hspace{-1ex}}l @{\hspace{-1ex}}l}
    \textbf{\href{http://mnisyif.com/}{\huge\color{blue}Murtadha Saeed Nisyif}} & \faIcon{map-marker-alt} Kitchener, Ontario, Canada & \faIcon{link} \href{https://mnisyif.com/}{mnisyif.com} \\ 
    Computer Engineering Undergraduate & \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*}
\vspace{-10pt}

%-----------Summary-----------
% \section{\color{blue} Summary}
%     \resumeItemListStart
%        \resumeItem {Demonstrated expertise in leading successful projects that enhance system accessibility and proposing innovative architectures}\vspace{-5pt}
%        \resumeItem {Lead developer in real-time projects, including a Text-to-Braille Real-Time Converter and a real-time security system}\vspace{-5pt}
%        \resumeItem {Strong leader with a track record of design competition victories, winning \$2,000 for a medical test automation project} \vspace{-5pt}
%     \resumeItemListEnd
%     \vspace{-8pt}

%-----------EDUCATION-----------
\section{\color{blue}Education}
    \resumeSubHeadingListStart
        \resumeSubheading
            {University of Guelph | MASc.}{Sep 2023 -- Aug 2025}
            {Masters of Applied Science in Computer Engineering}{Guelph, Ontario}
            \resumeItemListStart
                \resumeItem{Focus Area: Machine Learning, Embedded Systems, Edge-Cloud computing, Core Networks}
                \resumeItem{Research Topic: Developing efficient algorithms for edge-cloud computing networks}
            \resumeItemListEnd
        \resumeSubheading
            {University of Guelph | BEng.}{Sep 2019 -- May 2023}
            {Bachelor of Engineering: Major in Computer Engineering, Minor in Computer Science}{Guelph, Ontario}
    \resumeSubHeadingListEnd
    \vspace{-8pt}

%-----------EXPERIENCE-----------
\section{\color{blue}Relevant Work Experience}
    \resumeSubHeadingListStart
        \resumeSubheading
            {Graduate Research Assistant}{Jan 2023 -- Ongoing}
            {University of Guelph}{Guelph, Ontario}
            \resumeItemListStart
                \resumeItem {Implemented semantic communication techniques, reducing edge-to-cloud latency by up to 30\%}
                \resumeItem {Implemented transformer-based models to enhance data relevance and network efficiency}
                \resumeItem {Optimized and benchmarked AI infrastructure for minimal end-to-end latency and high-quality data transmission}
                \resumeItem {Research published in IEEE CCECE 2024}
            \resumeItemListEnd

        \resumeSubheading
            {Undergraduate Research Assistant \& Software Developer}{Oct 2022 -- Oct 2023}
            {University of Guelph - Robotics Institute}{Guelph, Ontario}
            \resumeItemListStart
                \resumeItem {Developed and optimized circuitry and code for automated door control logic board}
                \resumeItem {Enhanced mobile app communication using React Native for iOS and Android}
                \resumeItem {Developed ROS libraries in Python and C++ for a feeding robot system}
                \resumeItem {Migrated Python system to ROS, optimizing node interactions and data flow}
            \resumeItemListEnd

        % \resumeSubheading
        %     {Undergraduate Research Assistant}{May 2023 -- Oct 2023}
        %     {University of Guelph - Robotics Institute}{Guelph, Ontario}
        %     \resumeItemListStart
        %         \resumeItem {Developed and optimized circuitry and code for a logic board controlling automated doors}
        %         \resumeItem {Enhanced the logic board's code to improve communication and responsiveness to opening commands from a mobile app}
        %         \resumeItem {Contributed to the development of a mobile app using React Native for iOS and Android platforms}
        %         \resumeItem {Implemented bug fixes and new features based on user feedback from research participants, enhancing app usability}
        %     \resumeItemListEnd

        % \resumeSubheading
        %     {R\&D Software Developer - Work Study}{Oct 2022 -- May 2023}
        %     {University of Guelph - Robotics Institute}{Guelph, Ontario}
        %     \resumeItemListStart
        %         \resumeItem {Developed ROS libraries in Python and C++ for a feeding robot system for individuals with special needs}
        %         \resumeItem {Dockerized ROS 1 and ROS 2 packages to resolve conflicts and ensure seamless communication between packages}
        %         \resumeItem {Assisted in migrating the existing Python system to ROS, enhancing computational efficiency on the host machine}
        %         \resumeItem {Optimized node interactions and data flow to improve overall system performance}
        %     \resumeItemListEnd

        \resumeSubheading
            {Information Technology Analyst}{Jul 2020 -- Oct 2020}
            {Kitchener Downtown Community Health Center - SRHC}{Kitchener, Ontario}
            \resumeItemListStart
                \resumeItem {Devised a call scheduling scheme reducing patient waiting times by 30\%}
                \resumeItem {Implemented a self-devised equipment upgrade plan, saving 45\% of a \$10,000 budget}
                \resumeItem {Administered and maintained Linux and Windows servers, ensuring 99.9\% uptime}
                \resumeItem {Configured and maintained secure VPNs using Fortigate firewall}
            \resumeItemListEnd
    \resumeSubHeadingListEnd


%-----------PROJECTS-----------
\section{\color{blue}Projects}
    \resumeSubHeadingListStart
        \resumeProjectHeading
            {\textbf{\color{black}Homelab with Self-Hosted Services} $|$ \color{blue}\emph{Git, Docker, Linux}}{}
            \resumeItemListStart
                \resumeItem{Configured and maintained a homelab with self-hosted services including Nextcloud for file storage, Immich for photo management, a Git server for version control, and two game servers}
                \resumeItem{Deployed each service in isolated Docker containers, ensuring resource efficiency, automated backups, and secure network protocols}
            \resumeItemListEnd
        \resumeProjectHeading
            {\textbf{\color{black}Dynamic Noise Cancelling with RL} $|$ \color{blue} \emph{Python, PyTorch}}{}
            \resumeItemListStart
                \resumeItem{Implemented a voice noise cancellation solution using Reinforcement Learning and Dynamic Sparse Training to improve system accuracy and adaptability}
                \resumeItem{Adapted an Automatic Noise Filtering algorithm for real-time application, providing significant improvements in voice clarity in varied noise environments}
            \resumeItemListEnd

        \resumeProjectHeading
            {\textbf{\color{black}Text-to-Braille Real-Time Converter} $|$ \color{blue} \emph{Python, Git, Eagle, Jira}}{}
            \resumeItemListStart
                \resumeItem{Led a team to develop a real-time text-to-braille converter, implementing a modular architecture for improved flexibility}
                \resumeItem{Collaborated with an NPO to deliver the solution with a budget-friendly building cost of \$250 CAD}
            \resumeItemListEnd

        % \resumeProjectHeading
        %     {\textbf{\color{black}Program Counter CMOS-Based Integrated Circuit} $|$ \color{blue} \emph{Cadence, Jira, Linux}}{}
        %     \resumeItemListStart
        %         \resumeItem{Designed an optimized CMOS-based program counter by applying concepts like fanout and delay calculations}
        %         \resumeItem{Validated functionality using industry-grade simulation tools, following a modular, hierarchical design approach}
        %     \resumeItemListEnd

        % \resumeProjectHeading
        %     {\textbf{\color{black}Real-Time Security System} $|$ \color{blue} \emph{STM32, FreeRTOS, uC-OS III}}{}
        %     \resumeItemListStart
        %         \resumeItem{Developed a real-time security system using an STM32f429 development board, FHD camera, and PIR motion sensor}
        %         \resumeItem{Utilized concepts like semaphores and interrupts to achieve rapid response times of 50 ms}
        %     \resumeItemListEnd

        \resumeProjectHeading
            {\textbf{\color{black}ZAMAZ UTI Diagnosis - Image Processor} $|$ \color{blue}\emph{Python, NumPy, SciPy, Matplotlib}}{}
            \resumeItemListStart
                \resumeItem{Created a software system to automate urine test readouts using image analysis and pixel calculations}
                \resumeItem{Delivered a solution 16x faster than the gold standard, winning a \$2,000 prize in a competition among 50+ teams}
            \resumeItemListEnd
    \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 {Developed semantic communication techniques, reducing edge-to-cloud latency by up to 30\%}
                \resumeItem {Implemented transformer-based models to enhance data relevance and network efficiency}
            \resumeItemListEnd
    \resumeSubHeadingListEnd
\end{document}