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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 Computer 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}

%Aspiring Software Engineer with 2 years of experience, focused on developing quality of life solutions
%----------Experience----------
\section{\color{blue}Relevant Work Experience}
    \resumeSubHeadingListStart
        \resumeSubheading
            {MLOps 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™, leveraging hardware acceleration to achieve a 15\% reduction in computational time}
                 % \resumeItem {Published findings in CCECE 2024, showcasing improved data transmission latencies}
            \resumeItemListEnd         

        \resumeSubheading
            {Software Developer}{Oct 2022 -- Oct 2023}
            {University of Guelph - Robotics Institute}{Guelph, Ontario}
            \resumeItemListStart
                \resumeItem {Developed ROS2 modules in C++ and Python to migrate an Assistive Robotic Feeding System for Elderly Individuals, ensuring multithreaded operations' integrity}
                \resumeItem {Managed and maintained the codebase of a smart door application suite with a Node.js backend, React Native app, and Vue dashboard, enabling smartphone control of motorized doors and providing user analytics from over 50 users}
                \resumeItem {Built a Jenkins CI/CD pipeline for automated building, testing, and deployment of Node.js backend, Vue frontend, and React Native app, with Dockerized PostgresDB for data handling}
                \resumeItem {Implemented Terraform for IaC to automate AWS resource provisioning, enhancing the scalability and reliability of the smart door system}
            \resumeItemListEnd

        \resumeSubheading
            {Information Technology Analyst}{Jul 2020 -- Oct 2020}
            {Kitchener Downtown Community Health Centre - SRHC}{Kitchener, Ontario}
            \resumeItemListStart
                \resumeItem {Conducted thorough market research on equipment pricing, engaging with three vendors to secure competitive offers; steps taken yielded a 45\% savings, enabling the purchase of additional needed tools}
                \resumeItem {Streamlined communication between doctors and patients, reducing patient waiting times by 30\%}
                \resumeItem {Maintained the OSCAR McMaster EMR system while migrating to TELUS PS healthcare, the transition involved training 20 staff members, ensuring seamless adoption and minimal disruption to services}
            \resumeItemListEnd
          
    \resumeSubHeadingListEnd

%-----------SKILLS-----------
\section{\color{blue}Skills}
    \begin{tabular}{ @{} >{\bfseries}l @{\hspace{3ex}}l }
        \small\textbf{\color{black}Languages:} &\small C/C++/C\#, Python, JavaScript, SQL, Java, HTML, MATLAB, CSS\\
        \small\textbf{\color{black}Frameworks:} &\small PyTorch, Node.JS, React, Express JS, .NET, TensorFlow, ROS, Django \\
        \small\textbf{\color{black}Cloud \& DB:} &\small Docker, AWS, Kubernetes, PostgresSQL, MongoDB, MySQL, SQLite \\
        \small\textbf{\color{black}Tools \& Protocols:} &\small Git, Jenkins, Postman, Flask, Swagger, HTTP, TCP, Jira, CMake \\
    \end{tabular}
\vspace{-8pt}

%-----------PROJECTS-----------
\section{\color{blue}Projects}
    \resumeSubHeadingListStart
        \resumeSubItem{\textbf{\color{black}Full-stack application}}
            {Developed and Dockerized a full-stack portfolio using React and Java (adhering to microservices architecture) and deployed it on a home server using a Jenkins CI/CD pipeline and Minio S3 bucket}

        \resumeSubItem{\textbf{\color{black}DevOps Homelab}}
            {Orchestrating a robust homelab environment with dockerized apps, virtual machines, Kubernetes clusters for load distribution, Ceph distributed storage and CI/CD pipelines for seamless deployment of personal applications}

        \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}