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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} Ontario, Canada & \faIcon{link} \href{https://mnisyif.com/}{mnisyif.com} \\ 
    \emph{Software 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*}
\vspace{-10pt}

%----------Experience----------
\section{\color{blue}Relevant Work Experience}
    \resumeSubHeadingListStart
        \resumeSubheading
            {Software Engineer - Research Assistant}{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
            {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}
            %   \resumeItem {Addressed critical bugs in a React Native}
                \resumeItem {Developed ROS2 modules in C++ and Python for an Assistive Robotic Feeding System for Elderly Individuals}
                \resumeItem {Managed and improved a React native mobile app, guaranteeing flawless BLE reliability with installed IoT devices to maximum accessibility}
                \resumeItem {Deployed an analytics application using AWS services (EC2 and S3) and managed PostgreSQL database for research survey data}
                
            \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

%-----------SKILLS-----------
\section{\color{blue}Skills}
    \begin{tabular}{ @{} >{\bfseries}l @{\hspace{3ex}}l }
    %\textbf{\color{black} Hard Skills:} & Object Oriented Design, Version Control, Software Testing And Debugging, Microprocessor \\&Architecture Design, Digital Signal Processing \\
        \small\textbf{\color{black}Languages:} &\small C/C++/C\#, Python, JavaScript, Java, HTML, MATLAB, CSS\\
        \small\textbf{\color{black}Frameworks:} &\small PyTorch, Node.JS, React JS, Express JS, .NET, TensorFlow, ROS, Django \\
        \small\textbf{\color{black}Databases:} &\small MongoDB, MySQL, SQLite, MSSQL \\
        \small\textbf{\color{black}Other:} &\small Docker, AWS, Kubernetes, Git, Postman, Flask, Swagger, WoodPecker CI, HTTP, TCP, Xilinix, CMake \\
    %\textbf{\color{black}Dev Env:} &Android Studio, Xcode, Unix, Visual Studio, Jupyter Notebook \\
    \end{tabular}
\vspace{-8pt}

%-----------PROJECTS-----------
\section{\color{blue}Projects}
    \resumeSubHeadingListStart
        \resumeProjectHeading
            {\textbf{\color{black}Transformer-based Semantic Data Transmission}}{}
            \resumeItemListStart
                \resumeItem{Explored the use of transformer-based models for semantic transcoding in E2E networks. Developed and trained models using PyTorch and demonstrated practical implementation on Xilinx SoC boards using Vitis AI interface}
            \resumeItemListEnd

        \resumeProjectHeading
            {\textbf{\color{black}Homelab with Self-Hosted Services}}{}
            \resumeItemListStart
                \resumeItem{Managed and maintained a wide variety of applications deployed in Docker containers and Kubernetes, ensuring efficient resource utilization and isolation}
            \resumeItemListEnd
        \resumeProjectHeading
            {\textbf{\color{black}Dynamic Noise Cancelling with RL}}{}
            \resumeItemListStart
                \resumeItem{Adapted an Automatic Noise Filtering algorithm for real-time application using Reinforcement Learning and Dynamic Sparse Training in PyTorch, providing significant improvements in voice clarity in varied noise environments}
            \resumeItemListEnd

        \resumeProjectHeading
            {\textbf{\color{black}Text-to-Braille Real-Time Converter}}{}
            \resumeItemListStart
                \resumeItem{Powered by a Raspberry Pi, the device performs complex operations including extracting text from images captured by a camera module to ensure accessible and user-friendly braille reading experience for deaf-blind community members}
            \resumeItemListEnd

        \resumeProjectHeading
            {\textbf{\color{black}ZAMAZ UTI Diagnosis - Image Processor}}{}
            \resumeItemListStart
                \resumeItem{Created a software system powered by a Raspberry Pi, to automate urine test readouts using image analysis and pixel calculations delivering a solution 16x faster than the gold standard}
            \resumeItemListEnd
    \resumeSubHeadingListEnd
    \vspace{-8pt}

    %-----------EDUCATION-----------
\section{\color{blue}Education}
\resumeSubHeadingListStart
    \resumeSubheading
        {University of Guelph $|$ \color{blue} \emph{MASc.}}{Sep 2023 -- Dec 2024}
        {Masters of Applied Science in Computer Engineering}{Guelph, Ontario}
    \resumeSubheading
        {University of Guelph $|$ \color{blue} \emph{B.Eng.}}{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 20\%, 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}