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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}

    \section{\color{blue}Relevant Work Experience}
    \resumeSubHeadingListStart
        \resumeSubheading
            {Graduate Researcher}{Jan 2024 -- Dec 2024}
            {University of Guelph}{Guelph, Ontario}
            \resumeItemListStart
                \resumeItem {Conducted research on the application of transformer-based models for semantic data transmission in end-to-end (E2E) communications}
                \resumeItem {Developed and trained models using PyTorch to enhance the efficiency and reliability of data transmission}
                \resumeItem {Published findings in CCECE 2024, presenting results that showed an improvement in data transmission latencies}
            \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 {Assisted in improving and maintaining a mobile app developed in React Native for iOS and Android}
              \resumeItem {Deployed application using AWS services (EC2 \& S3) and managed PostgreSQL database for research survey data}
              \resumeItem {Developed ROS libraries in Python and C++ for a robot feeding system targeted for the elderly}
            \resumeItemListEnd          

            \resumeSubheading
            {Information Technology Analyst}{Jul 2020 -- Oct 2020}
            {Kitchener Downtown Community Health Centre - SRHC}{Kitchener, Ontario}
            \resumeItemListStart
                \resumeItem {Worked with a tight budget for equipment upgrades, saving 45\% of a \$10,000 budget}
                \resumeItem {Streamlined communication between doctors and patients, reducing patient waiting times by 30\%}
                \resumeItem {Maintained existing OSCAR McMaster EMR system and migrated to the new TELUS healthcare infrastructure}
                \resumeItem {Configured and maintained secure remote working environments using Firewall solutions}
            \resumeItemListEnd
          
    \resumeSubHeadingListEnd

%-----------PROJECTS-----------
\section{\color{blue}Projects}
    \resumeSubHeadingListStart
        \resumeProjectHeading
            {\textbf{\color{black}Transformer-based Semantic Data Transmission} $|$ \color{blue}\emph{Git, PyTorch, KD-SDK, C, Python}}{}
            \resumeItemListStart
                \resumeItem{Explored the use of transformer-based models for semantic communications in E2E networks. Developed and trained models using PyTorch and demonstrated practical implementation on Xilinx KD-240 and KD-260 SoC boards}
                \resumeItem{Achieved 20\% lower latencies, highlighting the potential of transformer models in improving data transmission quality and efficiency in communication systems}
            \resumeItemListEnd

        \resumeProjectHeading
            {\textbf{\color{black}Homelab with Self-Hosted Services} $|$ \color{blue}\emph{Git, Docker, Linux, Kubernetes, PostgreSQL, React, HTML, JS}}{}
            \resumeItemListStart
            \resumeItem{Managed and maintained a wide variety of applications deployed in Docker containers, ensuring efficient resource utilization and isolation}
            \resumeItem{Incorporated load distribution methods using Kubernetes to balance workloads and enhance application availability and scalability}
            \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}}{}
            \resumeItemListStart
                \resumeItem{Powered by a Raspberry Pi, the device performs complex operations including extracting text from images captured by a camera module integrated at the bottom of the device}
                \resumeItem{Designed and developed a braille-display for deaf-blind individuals, addressing various technical aspects and ensuring the system is accessible and exceeds user expectations}
            \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}

    %-----------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{Research Focus: Exploring and incorporating transformer-based models for semantic data transmission in end-to-end (E2E) communications}
        \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}

% %---------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\%, and implemented transformer-based models to enhance data relevance and transmission efficiency}
%                 % \resumeItem {Implemented transformer-based models to enhance data relevance and network efficiency}
%             \resumeItemListEnd
%     \resumeSubHeadingListEnd
\end{document}