refactor: change the structure of building latex files
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2 changed files with 43 additions and 42 deletions
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resumes/mnisyif_resume.tex
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resumes/mnisyif_resume.tex
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\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{-4pt}\raggedright \fontsize{9}{12} \bfseries
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}{}{0em}{}[\color{blue}\titlerule \vspace{-5pt}]
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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{
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{#1\vspace{-2pt}}
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}
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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} % Adjust this value to increase or decrease space
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% \small
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#2\vspace{-5pt} % Adjust this value to increase or decrease space between items
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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*}\vspace{-7pt}
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}
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\newcommand{\resumeSubheading}[3]{
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\vspace{-2pt}\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} \\
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\end{tabular*}\vspace{-7pt}
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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*}\vspace{-7pt}
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}
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\newcommand{\resumeProjectHeading}[2]{
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\vspace{-2pt}\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*}\vspace{-8pt}
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}
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% \newcommand{\resumeSubItem}[1]{\resumeItem{#1}\vspace{-4pt}}
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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}{\begin{itemize}[leftmargin=0.0in, label={}]}
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\newcommand{\resumeSubHeadingListEnd}{\end{itemize}}%\vspace{-7pt}}
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\newcommand{\resumeItemListStart}{\begin{itemize}}
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\newcommand{\resumeItemListEnd}{\end{itemize}\vspace{-7pt}}
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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 NISYIF}} \vspace{2pt}\\
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\href{mailto:mnisyif@gmail.com}{\faIcon{at} mnisyif@gmail.com} $|$
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\faIcon{phone-square-alt} +1 (519) 502-8463 $|$
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\faIcon{map-marker-alt} Ontario, Canada $|$
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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{-20pt}
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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{MASc. - Computer Engineering}}{Aug 2025}
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\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{Apr 2023}
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\resumeSubHeadingListEnd
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% \vspace{-8pt}
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%-----------SKILLS-----------
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\section{\color{blue}CERTIFICATIONS, SKILLS, TECHNOLOGIES, INTERESTS}
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\begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
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\textbf{Certifications: } & AWS Solutions Architect\\
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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; JavaScript; Rust; HTML; Java; Bash\\
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\textbf{Tech Stacks: } & FastAPI; PyTorch; React; Flask; SQLite; PostgresSQL; NumPy; SciPy; Scikit-learn; Matplotlib; MongoDB; Docker; Git; Jenkins; Terraform; AWS; Kubernetes; Express JS; Node.js; Swagger\\
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\textbf{Languages: } & English (Fluent); Arabic (Fluent) \end{tabularx}
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\vspace{-7pt}
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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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{Software Engineer—Machine Learning}{Jan 2024 – Aug 2025}
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{University of Guelph}{}
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\resumeItemListStart
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\resumeItem {Developed semantic communication pipelines using Swin Transformer, achieving a 30x reduction in bandwidth utilization and 29\% lower latency while preserving at least 96\% data accuracy post-decoding under variable network conditions}
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\resumeItem {Extended the functionality of Swin Transformer to adapt to network conditions and handle anomalies, achieving 80\% lower latency by augmenting it with deterministic log-based algorithms}
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\resumeItem {Explored model quantization to deploy and emulate edge device-server environments, achieving realistic emulation and delivering high accuracy simulation reuslts}
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\resumeItem {Published as first author findings in IEEE CCECE '24 and MECOM '25, detailing the novel integration of semantic communications in edge-cloud computing systems}
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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}{}
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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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\resumeSubheading
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{Information Technology Analyst}{Jul 2020 – Dec 2020}
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{Kitchener Downtown Community Health Center — SRHC}{}
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\resumeItemListStart
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\resumeItem {Deployed and tuned a centralized Samba file server, increasing file distribution efficiency by 40\% across more than 20 staff and multiple departments}
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\resumeItem {Configured and maintained a FortiGate firewall and VPN solution for 60 users, integrating Prometheus-based monitoring for real-time diagnostics and rapid issue resolution}
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\resumeItem {Revamped the 3CX PBX system by re-architecting call routing and queue management, reducing patient on-hold times by 30\% and enhancing communication reliability}
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\resumeItem {Led a comprehensive hardware modernization initiative by replacing legacy switches, servers, and workstations, which reduced operating costs by 45\% while boosting network performance and security}
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\resumeItemListEnd
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\resumeSubHeadingListEnd
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% \vspace{-8pt}
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%-----------PROJECTS-----------
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\section{\color{blue}PROJECTS}
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\resumeSubHeadingListStart
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\resumeProjectHeading {\textbf{\color{black}Personal Portfolio Website} $|$ \color{blue} \emph{React, Rust, Async, Jenkins, Docker}}{}
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\resumeItemListStart
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\resumeItem{Built a portfolio website featuring a React frontend coupled with a resilient Rust backend}
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\resumeItem{Integrated comprehensive Jenkins CI/CD pipelines and Docker-based deployment, slashing manual release efforts by 70\% and ensuring high availability}
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\resumeItemListEnd
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\resumeProjectHeading {\textbf{\color{black}Home lab Adminstration} $|$ \color{blue} \emph{Docker, Terraform, Jenkins, Prometheus, Grafana, SSL/TLS}}{}
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\resumeItemListStart
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\resumeItem{Orchestrate 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{\textbf{\color{black}HAM10K Skin Cancer Classifier} $|$ \color{blue} \emph{Python, PyTorch, SciPy, Pandas}}{}
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\resumeItemListStart
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\resumeItem{Engineered a comprehensive deep learning pipeline integrating a PCA-enhanced MLP, a custom-designed DCNN, and the RegNetY-320 architecture}
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\resumeItem{Applied systematic class rebalancing and extensive data augmentation to achieve 96.9\% accuracy, an optimal F1-score, and a flawless 1.00 AUC}
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\resumeItemListEnd
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\resumeProjectHeading{\textbf{\color{black}Heart Disease Predictor} $|$ \color{blue} \emph{Python, Flask, RESTful, HTML, CSS, JS}}{}
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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{\textbf{\color{black} Real-Time Noise Cancellation with RL} $|$ \color{blue} \emph{Python, PyTorch, Gymnasium, SciPy, librosa}}{}
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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{-8pt}
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\end{document}
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