\documentclass[letterpaper,11pt]{article}

\usepackage{geometry} % For page layout adjustments like \addtolength
\usepackage{url} % For \urlstyle
\usepackage{latexsym}
\usepackage[empty]{fullpage}
\usepackage{titlesec}
\usepackage{marvosym}
\usepackage[usenames,dvipsnames]{color}
\usepackage{verbatim}
\usepackage{enumitem}
\usepackage[hidelinks]{hyperref}
\usepackage{fancyhdr}
\usepackage[english]{babel}
\usepackage{tabularx}
\usepackage{fontawesome5}
\usepackage{multicol}
\setlength{\multicolsep}{-3.0pt}
\setlength{\columnsep}{-1pt}
\input{glyphtounicode}

\pagestyle{fancy}
\fancyhf{} % clear all header and footer fields
\fancyfoot{}
\renewcommand{\headrulewidth}{0pt}
\renewcommand{\footrulewidth}{0pt}

% Adjust margins
\addtolength{\oddsidemargin}{-0.6in}
\addtolength{\evensidemargin}{-0.5in}
\addtolength{\textwidth}{1.19in}
\addtolength{\topmargin}{-.7in}
\addtolength{\textheight}{1.4in}

\urlstyle{same}

\raggedbottom
\raggedright
\setlength{\tabcolsep}{0in}

% Sections formatting
\titleformat{\section}{
  \vspace{-4pt}\scshape\raggedright \fontsize{12}{10} \bfseries
}{}{0em}{}[\color{blue}\titlerule \vspace{-5pt}]

% Ensure that generate pdf is machine readable/ATS parsable
\pdfgentounicode=1

%-------------------------
% Custom commands
\newcommand{\resumeItem}[1]{
  \item\small{
    {#1\vspace{-2pt}}
  }
}

\newcommand{\resumeSubItem}[2]{
  \item
  \textbf{\color{black}#1}
  \vspace{1pt}  % Adjust this value to increase or decrease space
  \small#2\vspace{-2pt}  % Adjust this value to increase or decrease space between items
}

\newcommand{\resumeSchoolItem}[2]{
    \item
    \begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
        \textbf{\color{black} #1} & \textbf{\small #2} \\
    \end{tabular*}\vspace{-7pt}
}

\newcommand{\resumeSubheading}[4]{
  \vspace{-2pt}\item
    \begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
      \textbf{\color{black} #1} & \textbf{\small #2} \\
      \textit{\small#3} & \textit{\small #4} \\
    \end{tabular*}\vspace{-7pt}
}

\newcommand{\resumeSubSubheading}[2]{
    \item
    \begin{tabular*}{1.0\textwidth}{l@{\extracolsep{\fill}}r}
      \textit{\small#1} & \textit{\small #2} \\
    \end{tabular*}\vspace{-7pt}
}

\newcommand{\resumeProjectHeading}[2]{
    \vspace{-2pt}\item
    \begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r}
      \small#1 & \textbf{\small #2}\\
    \end{tabular*}\vspace{-10pt}
}

% \newcommand{\resumeSubItem}[1]{\resumeItem{#1}\vspace{-4pt}}

\renewcommand\labelitemi{$\vcenter{\hbox{\tiny$\bullet$}}$}
\renewcommand\labelitemii{$\vcenter{\hbox{\tiny$\bullet$}}$}

\newcommand{\resumeSubHeadingListStart}{\begin{itemize}[leftmargin=0.0in, label={}]}
\newcommand{\resumeSubHeadingListEnd}{\end{itemize}}%\vspace{-7pt}}
\newcommand{\resumeItemListStart}{\begin{itemize}}
\newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-7pt}}

%-------------------------------------------
%%%%%%  RESUME STARTS HERE  %%%%%%%%%%%%%%%%%%%%%%%%%%%%
\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
            {ML Engineer - Researcher}{Jan 2024 -- Dec 2024}
            {University of Guelph}{Guelph, Ontario}
            \resumeItemListStart
                \resumeItem {Pioneered transformer-based models for semantic data transmission, reducing latencies in E2E communications by 29\%, and reducing network bandwidth utilization by 30x}
                \resumeItem {Authored deployable implementations in C on Kira SoCs with Vitis AI™, utilizing hardware acceleration achieving 15\% computional time reduction}
                \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 in the process of migrating from a standalone Python implementation for an Assistive Robotic Feeding System for Elderly Individuals, accounting for multithreaded operations' integrity}
                \resumeItem {Co-authored a feedback loop in the React Native mobile app to provide analytics from 50+ users reporting users' interactions to enhance user experience and app performance}
                \resumeItem {Deployed a Node.js backend system in an EC2 instance, coupled with a PostgresDB to monitor and analyze users' activity as part of a research survey}
            \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, R, 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, WoodPecker CI, 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}Transformer-based Semantic Transcoding:}}
            {Developed PyTorch models for E2E semantic transcoding, deployed on Xilinx SoC boards using Vitis AI™}

        \resumeSubItem{\textbf{\color{black}CI/CD React Portfolio Website}}
            {Designed and developed a personal portfolio website using React. Implemented a CI/CD pipeline to automate the building, testing, and deployment process}

        \resumeSubItem{\textbf{\color{black}Clean Architecture C\# Backend:}}
            {Engineered a scalable portfolio website backend using C\#, adhering to Clean Architecture and REST API principles and implementing CI/CD pipeline for efficient deployment}
        
        \resumeSubItem{\textbf{\color{black}DevOps Homelab Maestro:}}
            {Orchestrating a robust homelab environment with Docker containers, Kubernetes clusters, Ceph distributed storage, and CI/CD pipelines for seamless application deployment}

        \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 transmission rates}
            \resumeItemListEnd
    \resumeSubHeadingListEnd
\end{document}