265 lines
11 KiB
TeX
265 lines
11 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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\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 students in 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 lesson plans and classroom assignments tailored to students' grade levels, ensuring instruction aligned with curriculum objectives and learning outcomes}
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\resumeItem{Maintained the computer laboratory by troubleshooting hardware and software issues, installing instructional software, and preparing classroom technology to support effective teaching}
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\resumeItem{Resumed ICT instruction following a three-month teacher vacancy and developed a teaching plan to support continuity into the following academic year}
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\resumeItem{Communicated with parents regarding student progress and participated in school-wide events, including graduation ceremonies and other academic activities}
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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 hands-on instruction and technical guidance}
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\resumeItem{Bridged theoretical concepts with practical implementation through demonstrations, guided exercises, and one-on-one student support}
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\resumeItem{Prepared and graded laboratory reports, project deliverables, and practical demonstrations while providing constructive feedback to enhance students' technical understanding}
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\resumeItem{Held office hours to mentor students, answer technical questions, and support their academic success throughout the semester}
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\resumeItemListEnd
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\resumeSubheading
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{Researcher - Machine Learning}{Jan 2024 – Dec 2025}
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{University of Guelph}{ Guelph, Ontario}
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\resumeItemListStart
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\resumeItem {Developed semantic communication pipelines using Swin Transformer models, achieving a 30× reduction in bandwidth usage and 29\% lower latency while preserving atleast 96\% task accuracy under variable network conditions}
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\resumeItem {Extended models with adaptive deterministic mechanisms to handle bandwidth fluctuations and anomalies, ensuring stable real-time performance}
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\resumeItem {Quantized encoder models to INT8 during edge–cloud simulations to emulate smartphone hardware constraints, enabling realistic performance benchmarking}
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\resumeItem {Published a first-author paper in IEEE conference proceedings, detailing the novel integration of semantic communication with edge computing for real-time, near real-time and task-offloading applications}
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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 {Architected and containerized a multi-technology stack combining ROS2, Node.js, and Vue to enable seamless real-time control across distributed robotic systems}
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\resumeItem {Implemented automated AWS infrastructure provisioning with Terraform and integrated CI/CD pipelines via GitLab and Jenkins, reducing manual deployment steps by 80\%}
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\resumeItem {Created a secure certificate management workflow that streamlined Let's Encrypt renewals and configured a Nginx reverse proxy to enforce HTTPS and granular CORS policies}
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\resumeItem {Led the design and implementation of an accessible smart door system using ESP32, PIR sensors, and React Native, achieving over 95\% reliability in extensive field tests}
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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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\resumeSubHeadingListStart
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\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Masters of Applied Science - Semantic Communication}}{Dec 2025}
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\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Bachelors of Engineering - Computer Engineering}}{Apr 2023}
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\resumeSubHeadingListEnd
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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; 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 comprehensive home lab environment managing 15+ Docker containers for media, web, and gaming services, configured auto-renewal SSL/TLS certification with Let’s Encrypt, setup Prometheus/Grafana monitoring, and applied Fail2Ban for robust security achieving 99.9\% uptime and detailed system analytics}
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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, HTML, CSS, JS}}
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{}
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\resumeItemListStart
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\resumeItem{Developed a scalable Flask-RESTful API paired with an interactive HTML/JS frontend while leveraging the UCI dataset and implemented real-time feature scaling with hyperparameter tuning to deliver a 95\% prediction accuracy, supporting timely clinical decision-making}
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\resumeItemListEnd
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\resumeProjectHeading
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{\textbf{\color{black}Real-Time Noise Cancellation with RL} $|$ \color{blue}\emph{Python, PyTorch, Gymnasium, SciPy, librosa}}
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{}
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\resumeItemListStart
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\resumeItem{Created a bespoke OpenAI Gym environment incorporating FFT-based audio processing and trained a PPO agent to perform adaptive noise cancellation in real time, achieving processing speeds exceeding 5,200 FPS for high-fidelity audio performance}
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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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