332 lines
14 KiB
TeX
332 lines
14 KiB
TeX
\documentclass[letterpaper,11pt]{article}
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\usepackage{geometry} % For page layout adjustments like \addtolength
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\usepackage{url} % For \urlstyle
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\usepackage{latexsym}
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\usepackage[empty]{fullpage}
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\usepackage{titlesec}
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\usepackage{marvosym}
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\usepackage[usenames,dvipsnames]{color}
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\usepackage{verbatim}
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\usepackage{enumitem}
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\usepackage[hidelinks]{hyperref}
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\usepackage{fancyhdr}
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\usepackage[english]{babel}
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\usepackage{tabularx}
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\usepackage{fontawesome5}
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\usepackage{multicol}
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\usepackage{graphicx}
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\usepackage[export]{adjustbox}
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\usepackage{multirow}
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\usepackage{textcase}
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\usepackage{anyfontsize} % allows arbitrary font sizes
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\AtBeginDocument{%
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\fontsize{9pt}{11pt}\selectfont
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}
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\setlength{\multicolsep}{-3.0pt}
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\setlength{\columnsep}{-1pt}
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\input{glyphtounicode}
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\pagestyle{fancy}
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\fancyhf{} % clear all header and footer fields
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\fancyfoot{}
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\renewcommand{\headrulewidth}{0pt}
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\renewcommand{\footrulewidth}{0pt}
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% Adjust margins
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\addtolength{\oddsidemargin}{-0.6in}
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\addtolength{\evensidemargin}{-0.5in}
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\addtolength{\textwidth}{1.19in}
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\addtolength{\topmargin}{-.7in}
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\addtolength{\textheight}{1.4in}
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\urlstyle{same}
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\raggedbottom
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\raggedright
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\setlength{\tabcolsep}{0in}
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% Sections formatting
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\titleformat{\section}{
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\vspace{-2pt}\raggedright \fontsize{9}{12} \bfseries
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}{}{0em}{}[\color{blue}\titlerule\vspace{-2pt}]
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\titlespacing{\section}{0pt}{8pt}{4pt}
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% Ensure that generate pdf is machine readable/ATS parsable
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\pdfgentounicode=1
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\makeatletter
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\renewcommand\Huge{\@setfontsize\Huge{15pt}{20pt}}
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\makeatother
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%-------------------------
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% Custom commands
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\newcommand{\resumeItem}[1]{
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\item{#1}
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}
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\newcommand{\resumeSubItem}[2]{
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\item
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\textbf{\color{black}#1}
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\vspace{1pt}
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#2
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}
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\newcommand{\resumeSchoolItem}[2]{
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\item
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\begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
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\textbf{\color{black} #1} & \textbf{ #2} \\
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\end{tabular*}
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\vspace{-5pt}
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}
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\newcommand{\resumeSubheading}[4]{
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\item
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\begin{tabular*}{1.0\textwidth}[t]{l@{\extracolsep{\fill}}r}
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\textbf{\color{black} #1} & \textbf{ #2} \\
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\textit{#3} & \textit{ #4} \\
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\end{tabular*}
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\vspace{-2pt}
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}
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\newcommand{\resumeSubSubheading}[2]{
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\item
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\begin{tabular*}{1.0\textwidth}{l@{\extracolsep{\fill}}r}
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\textit{#1} & \textit{ #2} \\
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\end{tabular*}
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\vspace{-2pt}
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}
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\newcommand{\resumeProjectHeading}[2]{
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\item
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\begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r}
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#1 & \textbf{ #2}\\
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\end{tabular*}
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\vspace{-8pt}
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}
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\renewcommand\labelitemi{$\vcenter{\hbox{\tiny$\bullet$}}$}
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\renewcommand\labelitemii{$\vcenter{\hbox{\tiny$\bullet$}}$}
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\newcommand{\resumeSubHeadingListStart}{
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\begin{itemize}[
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leftmargin=0.0in,
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label={},
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itemsep=5pt,
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topsep=0pt,
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parsep=0pt
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]}
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\newcommand{\resumeSubHeadingListEnd}{
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\end{itemize}
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\vspace{-4pt}
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}
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\newcommand{\resumeItemListStart}{
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\begin{itemize}[
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topsep=0pt,
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itemsep=1pt,
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parsep=0pt
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]}
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\newcommand{\resumeItemListEnd}{
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\end{itemize}
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\vspace{4pt}
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}
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\newcommand{\resumeEducationListStart}{
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\begin{itemize}[
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leftmargin=0.0in,
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label={},
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itemsep=0pt,
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topsep=0pt,
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parsep=0pt
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]}
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\newcommand{\resumeEducationListEnd}{
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\end{itemize}
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\vspace{-4pt}
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}
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\pdfstringdefDisableCommands{\def\color#1{}}
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%-------------------------------------------
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%%%%%% RESUME STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\begin{document}
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%----------HEADING----------
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\begin{tabular*}{\textwidth}{@{\hspace{-1ex}}l}
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\textbf{\href{http://m.nisyif.com/}{\Huge\color{blue}MURTADHA SAEED NISYIF}} \vspace{2pt}\\
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\href{mailto:mnisyif@outlook.com}{\faIcon{at} mnisyif@outlook.com} $|$
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\faIcon{phone-square-alt} +86 177 0542 2865$|$
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\faIcon{map-marker-alt} Huangdao, Shandong $|$
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\href{https://m.nisyif.com/}{\faIcon{user-tie} m.nisyif.com} $|$
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\href{https://www.linkedin.com/in/mnisyif}{\faIcon{linkedin} linkedin.com/ln/mnisyif} $|$
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\href{https://github.com/mnisyif}{\faIcon{github} github.com/mnisyif}\vspace{12pt} \\
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\end{tabular*}
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\vspace{-10pt}
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%----------Experience----------
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\section{\color{blue}WORK EXPERIENCE}
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\resumeSubHeadingListStart
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\resumeSubheading
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{ICT Teacher}{Mar 2026 -- Jul 2026}
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{International Community School}{Baghdad, Iraq}
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\resumeItemListStart
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\resumeItem{Delivered the Cambridge ICT curriculum to Grades 1-8, teaching computer fundamentals, Microsoft Office applications, internet safety, digital citizenship, introductory programming, robotics, and computer hardware concepts}
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\resumeItem{Designed and implemented grade-specific lesson plans, assignments, and practical activities aligned with curriculum objectives and student learning outcomes}
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\resumeItem{Managed and maintained the computer laboratory by troubleshooting hardware/software issues, installing educational applications, and preparing classroom infrastructure}
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\resumeItem{Restored ICT instruction following a three-month teaching vacancy by developing structured learning plans to ensure academic continuity}
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\resumeItemListEnd
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\resumeSubheading
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{Researcher - Machine Learning \& Semantic Communications}{Jan 2024 -- Dec 2025}
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{University of Guelph}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem{Investigated end-to-end latency bottlenecks across edge-cloud communication pipelines, identifying transitions between network transmission constraints and model execution bottlenecks}
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\resumeItem{Developed semantic communication frameworks using Swin Transformer architectures in PyTorch, achieving 30$\times$ bandwidth reduction and 29\% lower latency while maintaining at least 96\% task accuracy under variable network conditions}
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\resumeItem{Optimized inference pipelines through INT8 model quantization and edge-cloud hardware emulation, enabling realistic benchmarking under smartphone-class computational constraints}
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\resumeItem{Designed adaptive channel-selection algorithms using real-time bandwidth and latency telemetry to dynamically optimize transmitted semantic features under changing network conditions}
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\resumeItem{Established benchmarking frameworks comparing transformer-based transmission, quantized models, and conventional data transmission approaches}
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\resumeItem{Published first-author peer-reviewed IEEE conference papers focusing on semantic communication, task-driven feature extraction, and edge-cloud optimization}
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\resumeItemListEnd
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\resumeSubheading
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{Teaching Assistant}{Sep 2024 -- Dec 2025}
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{University of Guelph}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem{Led laboratory sessions and tutorials for over 100 undergraduate students in robotics and microcomputer interfacing, providing technical instruction and hands-on guidance}
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\resumeItem{Connected theoretical concepts with practical implementation through demonstrations, guided programming exercises, and hardware-based experiments}
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\resumeItem{Prepared and graded laboratory reports, programming assignments, and project demonstrations while providing technical feedback}
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\resumeItem{Mentored students during office hours, assisting with debugging, embedded systems development, and engineering design challenges}
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\resumeItemListEnd
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\resumeSubheading
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{Software Developer}{Oct 2022 -- Oct 2023}
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{University of Guelph - Robotics Institute}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem{Developed distributed robotic software architectures using ROS2, C++, and Python, implementing nodes, topics, and real-time sensor processing pipelines for autonomous robotic systems}
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\resumeItem{Architected and containerized a multi-technology software stack integrating ROS2, Node.js, Vue, and Docker to enable distributed real-time robotic control}
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\resumeItem{Designed and programmed ESP32-based smart mechatronic systems using Arduino firmware, implementing BLE authentication, Wi-Fi synchronization, and low-power operational states}
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\resumeItem{Automated cloud infrastructure deployment using Terraform, provisioning AWS EC2 instances, S3 storage, and application environments while reducing manual deployment overhead}
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\resumeItem{Implemented CI/CD workflows using GitLab and Jenkins, integrating automated testing and deployment processes for distributed applications}
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\resumeItemListEnd
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\resumeSubheading
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{Information Technology Analyst}{Jul 2020 -- Dec 2020}
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{Kitchener Downtown Community Health Center - SRHC}{Kitchener, Ontario}
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\resumeItemListStart
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\resumeItem{Configured centralized Samba-based file infrastructure, improving secure data access and distribution efficiency by 40\% across multi-department teams}
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\resumeItem{Implemented FortiGate firewall policies and VPN infrastructure supporting secure remote access for 60+ users}
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\resumeItem{Deployed Docker-based monitoring infrastructure using Prometheus and Grafana to track service availability, SSH activity, and system anomalies}
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\resumeItemListEnd
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\resumeSubHeadingListEnd
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%-----------EDUCATION-----------
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\section{\color{blue}EDUCATION}
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\resumeEducationListStart
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\resumeSchoolItem
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{University of Guelph $|$ \color{blue}\emph{Master of Applied Science - Semantic Communication}}
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{Dec 2025}
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\resumeSchoolItem
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{University of Guelph $|$ \color{blue}\emph{Bachelor of Engineering - Computer Engineering}}
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{Apr 2023}
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\resumeEducationListEnd
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%-----------SKILLS-----------
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\section{\color{blue}SKILLS, TECHNOLOGIES, INTERESTS}
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\begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
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\textbf{Skills: } & AI Systems; Machine Learning; Deep Learning; Semantic Communications; Edge Computing; Cloud Infrastructure; DevOps; Infrastructure as Code; Containerization; CI/CD; Distributed Systems; Embedded Systems; Network Monitoring; Agile/Scrum \\
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\textbf{Languages: } & Python; C; Rust; JavaScript; Java; Go; Bash; HTML/CSS \\
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\textbf{AI \& ML: } & PyTorch; Swin Transformers; Stable-Baselines3; Reinforcement Learning; OpenAI Gymnasium; Scikit-learn; Model Quantization; Computer Vision; Signal Processing \\
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\textbf{Software Stack: } & FastAPI; Flask; React; React Native; Node.js; Express.js; ROS2; Vue; PyTest; Swagger \\
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\textbf{Cloud \& DevOps: } & Docker; Kubernetes; Jenkins; GitLab CI/CD; Terraform; AWS (EC2, S3); Nginx; Cloudflare; Prometheus; Grafana; SSL/TLS; Linux Administration \\
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\textbf{Databases: } & PostgreSQL; SQLite; MongoDB \\
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\textbf{Embedded Systems: } & ESP32; Arduino; Microcontroller Programming; BLE; Sensor Integration; Robotics Hardware Interfaces
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\end{tabularx}
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% \section{\color{blue}SKILLS, TECHNOLOGIES, INTERESTS}
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% \begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
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% \textbf{Skills: } & AI; DevOps; Cloud Computing; IaC; Containerization; CI/CD; Monitoring; Data Engineering; ML Ops \\
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% \textbf{Languages: } & Python; C++; C; Rust; JavaScript; HTML; Java; Bash; Go \\
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% \textbf{Tech Stacks: } & FastAPI; PyTorch; React; Flask; SQLite, PostgresSQL, MongoDB, Express JS; Node.js; Swagger; Docker; Git; Jenkins; Terraform; AWS; Kubernetes \\
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% \end{tabularx}
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% \vspace{-7pt}
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%-----------PROJECTS-----------
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\section{\color{blue}PROJECTS}
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\resumeSubHeadingListStart
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\resumeProjectHeading
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{\textbf{\color{black}Home Lab Administration} $|$ \color{blue}\emph{Docker, Terraform, Jenkins, Prometheus, Grafana, SSL/TLS}}
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{}
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\resumeItemListStart
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\resumeItem{Orchestrated a self-hosted infrastructure environment managing 15+ Docker containers for media, web, and gaming services with automated SSL/TLS renewal, monitoring, and security hardening}
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\resumeItem{Implemented Prometheus and Grafana observability pipelines, Fail2Ban security policies, reverse proxy routing, and automated deployment workflows achieving 99.9\% service availability}
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\resumeItemListEnd
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\resumeProjectHeading
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{\textbf{\color{black}Real-Time Audio Filtering with Reinforcement Learning} $|$ \color{blue}\emph{Python, PyTorch, Gymnasium, Stable-Baselines3, SciPy, librosa}}
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{}
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\resumeItemListStart
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\resumeItem{Constructed a custom OpenAI Gymnasium environment implementing FFT-based frequency-domain audio processing and adaptive harmonic filtering}
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\resumeItem{Trained PPO reinforcement learning agents using Stable-Baselines3 over 10,000 timesteps to optimize noise reduction performance against clean reference signals}
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\resumeItemListEnd
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\resumeProjectHeading
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{\textbf{\color{black}Heart Disease Predictor} $|$ \color{blue}\emph{Python, Flask, RESTful API, HTML, CSS, JavaScript}}
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{}
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\resumeItemListStart
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\resumeItem{Developed a full-stack machine learning application using Flask REST API and interactive frontend components, implementing preprocessing pipelines and hyperparameter optimization achieving 95\% prediction accuracy}
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\resumeItemListEnd
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\resumeProjectHeading
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{\textbf{\color{black}DevOps Server Infrastructure \& CI/CD Pipeline} $|$ \color{blue}\emph{Docker, Jenkins, Nginx, Cloudflare, PyTest, Jest}}
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{}
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\resumeItemListStart
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\resumeItem{Built containerized CI/CD infrastructure using Jenkins to automate testing and deployment workflows across multiple services using PyTest and Jest validation pipelines}
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\resumeItem{Configured secure application delivery using Nginx reverse proxy, Cloudflare integration, and automated Let's Encrypt SSL/TLS certificate management}
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\resumeItemListEnd
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\resumeSubHeadingListEnd
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\vspace{-5pt}
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\section{\color{blue}PUBLICATIONS}
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\resumeSubHeadingListStart
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\resumeProjectHeading
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{\textbf{Network-Aware Adaptive Semantic Image Transmission in Edge-Cloud Communications}}{MECOM 2025}
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\resumeItemListStart
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\resumeItem{Proposed an adaptive JSCC framework that couples Swin-Transformers with real-time network telemetry to optimize image transmission over dynamic 5G/6G core networks (Published, IEEE Xplore)}
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\resumeItemListEnd
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\resumeProjectHeading
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{\textbf{Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}}{CCECE 2024}
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\resumeItemListStart
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\resumeItem{Utilized transformer-based edge-to-cloud models to achieve a $30\times$ bandwidth reduction and $30\%$ improvement in end-to-end latency for high-speed data systems (Published, IEEE Xplore)}
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\resumeItemListEnd
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\resumeSubHeadingListEnd
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\end{document}
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