diff --git a/coverletters/build/cl.pdf b/coverletters/build/cl.pdf deleted file mode 100644 index a5e2b1e..0000000 Binary files a/coverletters/build/cl.pdf and /dev/null differ diff --git a/coverletters/cl.pdf b/coverletters/cl.pdf new file mode 100644 index 0000000..06e539f Binary files /dev/null and b/coverletters/cl.pdf differ diff --git a/coverletters/cl.tex b/coverletters/cl.tex index 901fced..a6fbba0 100644 --- a/coverletters/cl.tex +++ b/coverletters/cl.tex @@ -5,27 +5,26 @@ % \usepackage{date} % Define variables +%% Job related +\newcommand{\companyName}{RCSS} +\newcommand{\hiringManager}{Hiring Team} +\newcommand{\companyAddress}{Kitchener, ON} +\newcommand{\position}{Part-Time Clerk} + %% Personal \newcommand{\name}{Murtadha Nisyif} \newcommand{\address}{Kitchener, Ontario, Canada} \newcommand{\email}{\href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com}} \newcommand{\phone}{+1 (519) 502-8463} -\newcommand{\links}{\href{https://m.nisyif.com}{Website} | \href{https://www.linkedin.com/in/mnisyif}{LinkedIn} | \href{https://www.github.com/mnisyif}{GitHub}} - -%% Job related -\newcommand{\companyName}{OCAS} -\newcommand{\hiringManager}{Hiring Team} -\newcommand{\companyAddress}{Guelph, Ontario, Canada} -\newcommand{\position}{Software Developer II} +% \newcommand{\links}{\href{https://m.nisyif.com}{Website} | \href{https://www.linkedin.com/in/mnisyif}{LinkedIn} | \href{https://www.github.com/mnisyif}{GitHub}} +% Header \begin{document} -%============================= -% HEADER -%============================= \noindent \textbf{\huge \name} \\ \address \\ -\email \quad | \quad \phone \\ -\links \\ +\email \\ +\phone \\ +% \links \\ \vspace{1em} \noindent \today \\ @@ -37,39 +36,12 @@ \noindent Dear \hiringManager, \\ \vspace{1em} -%============================= -% OPENING SECTION -%============================= -OCAS’s dedication to reinventing higher education and creating pathways for learners resonates with my background as both a Computer Engineer and a computer science educator. -As a dual graduate of the University of Guelph, I have a deep appreciation for the impact OCAS has on the Ontario college system. -I am eager to apply my expertise in full-stack development, software optimization, and modern DevOps to the \position{} role, supporting the technology that helps hundreds of thousands of individuals pursue a brighter future. - -%============================= -% MAIN BODY SECTION -%============================= +\input{sections/01-intro.tex} \vspace{1em} -\noindent My technical background aligns directly with the requirements for building robust, scalable software solutions at OCAS: - -\begin{itemize}[leftmargin=1.5em, labelsep=0.5em] - \item \textbf{Full-Stack Versatility:} I have architected multi-technology stacks combining Node.js, React, and Vue to enable real-time control and interactive user interfaces. - \item \textbf{Software Optimization:} I developed high-efficiency pipelines using transformer models that achieved a 30x reduction in bandwidth usage and a 29\% lower latency, demonstrating my ability to tackle complex optimization challenges. - \item \textbf{DevOps \& Infrastructure:} I have extensive experience with containerization using Docker and automating AWS infrastructure with Terraform and Jenkins, reducing manual deployment steps by 80\%. - \item \textbf{Data Management:} I am proficient in managing diverse database systems, including PostgreSQL and SQLite, and I am prepared to leverage my strong SQL foundation within your .NET and MS SQL environment. -\end{itemize} +\input{sections/02-body.tex} \vspace{1em} -I understand the vital role that dependable technology plays in the learning journey. -Whether it is decomposing complex project tasks or collaborating with architects to solve performance blockers, I am committed to delivering high-quality, efficient code that serves the OCAS mission. -%============================= -% CLOSING SECTION -%============================= -\vspace{1em} -\noindent I am confident that my blend of research-driven innovation and hands-on software engineering will allow me to contribute immediately to the OCAS team. -I look forward to the possibility of discussing how my experience with optimization and full-stack development can support your upcoming project developments. -Thank you for your time and consideration. +\input{sections/03-closing.tex} -\vspace{2em} -\noindent Sincerely, \\ -\noindent\name \end{document} diff --git a/coverletters/sections/00-header.tex b/coverletters/sections/00-header.tex new file mode 100644 index 0000000..44f779b --- /dev/null +++ b/coverletters/sections/00-header.tex @@ -0,0 +1,14 @@ +\noindent \textbf{\huge \name} \\ +\address \\ +\email | \phone \\ +\links \\ +\vspace{1em} + +\noindent \today \\ + +\noindent \hiringManager \\ +\companyName \\ +\companyAddress \\ + +\noindent Dear \hiringManager, \\ +\vspace{1em} diff --git a/coverletters/sections/01-intro.tex b/coverletters/sections/01-intro.tex new file mode 100644 index 0000000..7aa6293 --- /dev/null +++ b/coverletters/sections/01-intro.tex @@ -0,0 +1,3 @@ +I am writing to express my strong interest in the \position{} role at \companyName{}. +With a background in delivery, hospitality, and community support, I bring a proven ability to stay calm under pressure, deliver consistently, and work as part of a high-performing team. +My passion for helping others and maintaining clean, well-organized spaces aligns closely with the values of \companyName{}, and I would welcome the opportunity to contribute to your mission of excellent customer service. diff --git a/coverletters/sections/02-body.tex b/coverletters/sections/02-body.tex new file mode 100644 index 0000000..160731e --- /dev/null +++ b/coverletters/sections/02-body.tex @@ -0,0 +1 @@ +In my previous roles, I worked as a delivery driver for Uber Eats and Apple Express, where I consistently handled high volumes of orders with professionalism and punctuality. I also worked as a waiter in a busy restaurant, which strengthened my ability to work on my feet, lift heavy items, and assist customers courteously and efficiently. I understand the importance of maintaining a clean and organized environment, following health and safety procedures, and supporting my team in fast-paced settings. diff --git a/coverletters/sections/03-closing.tex b/coverletters/sections/03-closing.tex new file mode 100644 index 0000000..a940552 --- /dev/null +++ b/coverletters/sections/03-closing.tex @@ -0,0 +1,7 @@ +I am confident that my diverse background, dependable work ethic, and dedication to service make me a strong fit for the team at \companyName{}. +I am available to work flexible shifts, including evenings and weekends, and I am eager to bring my experience and energy to support your customers and colleagues. +Thank you for considering my application — I would welcome the opportunity to speak further in an interview. + +\vspace{1em} +\noindent Sincerely,\\ +\name diff --git a/resumes/Murtadha.pdf b/resumes/Murtadha.pdf new file mode 100644 index 0000000..4083171 Binary files /dev/null and b/resumes/Murtadha.pdf differ diff --git a/resumes/Murtadha.tex b/resumes/Murtadha.tex new file mode 100644 index 0000000..c988351 --- /dev/null +++ b/resumes/Murtadha.tex @@ -0,0 +1,113 @@ +\documentclass[letterpaper,11pt]{article} + +\usepackage{geometry} +\usepackage{url} +\usepackage{fancyhdr} +\usepackage{titlesec} +\usepackage[usenames,dvipsnames]{color} +\usepackage[hidelinks]{hyperref} +\usepackage{enumitem} + +\pagestyle{fancy} +\fancyhf{} +\renewcommand{\headrulewidth}{0pt} +\renewcommand{\footrulewidth}{0pt} + +% Tightened margins +\addtolength{\oddsidemargin}{-0.6in} +\addtolength{\evensidemargin}{-0.5in} +\addtolength{\textwidth}{1.19in} +\addtolength{\topmargin}{-.7in} +\addtolength{\textheight}{1.4in} + +% Section formatting +\titleformat{\section}{ + \vspace{-4pt}\scshape\raggedright \fontsize{14}{10} \bfseries +}{}{0em}{}[\color{blue}\titlerule \vspace{-5pt}] + +% Reduce item spacing +\setlist[itemize]{noitemsep, topsep=0pt, leftmargin=1.5em} + +\begin{document} + +% Header +\begin{tabular*}{\textwidth}{ @{\extracolsep{\fill}}l l l } + \textbf{\href{http://m.nisyif.com/}{\huge\color{blue}Murtadha Nisyif}} & Ontario, Canada & \href{https://m.nisyif.com}{m.nisyif.com} \\ + & \href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com} & +1 (519) 502-8463 \\ +\end{tabular*} +\vspace{-10pt} + +% Summary +\section*{\color{blue}Summary} +Motivated and community-oriented individual with hands-on experience in customer service, delivery, and hospitality. Committed to maintaining high standards, supporting team efforts, and providing friendly and efficient service. Seeking part-time or full-time retail opportunities where reliability, physical stamina, and a positive attitude are valued. + +% Work Experience +\section*{\color{blue}Work Experience} +\begin{itemize}[label={}] + \item + \textbf{Courier / Driver} \hfill \textit{July 2019 – Present} \\ + \textit{UberX / Uber Eats – Waterloo Region, Ontario} + \begin{itemize} + \item Delivered food and packages efficiently with excellent customer satisfaction ratings. + \item Maintained punctuality, working evenings, weekends, and peak hours. + \item Navigated high-traffic areas while maintaining professionalism and safety. + \end{itemize} + + \item + \textbf{Courier} \hfill \textit{May 2019 – Dec 2019} \\ + \textit{Apple Express Courier – Mississauga, Ontario} + \begin{itemize} + \item Delivered time-sensitive packages with precision and efficiency. + \item Lifted and handled items up to 35lbs, adhering to safety protocols. + \item Maintained accurate logs and provided friendly service to clients. + \end{itemize} + + \item + \textbf{Waiter / Busser} \hfill \textit{Aug 2017 – Aug 2018} \\ + \textit{Arabesque Family Restaurant – Kitchener, Ontario} + \begin{itemize} + \item Served guests in a high-paced environment with a focus on cleanliness and service. + \item Lifted trays and restocked supplies frequently (up to 50lbs). + \item Worked collaboratively with kitchen and front-of-house staff. + \end{itemize} +\end{itemize} + +% Volunteer Experience +\section*{\color{blue}Volunteer Experience} +\begin{itemize}[label={}] + \item + \textbf{Elderly Support Volunteer} \hfill \textit{2022} \\ + \textit{Trinity Village Care Center – Kitchener, Ontario} + \begin{itemize} + \item Supported seniors with dementia using art therapy and active listening. + \item Maintained compassionate, respectful interactions in all situations. + \end{itemize} + + \item + \textbf{Humanitarian Aid Administrator} \hfill \textit{2020 – 2021} \\ + \textit{Caritas Internationalis – Beirut, Lebanon} + \begin{itemize} + \item Helped distribute aid to families affected by regional crises. + \item Organized inventory and communicated clearly across diverse teams. + \end{itemize} +\end{itemize} + +% Skills +\section*{\color{blue}Core Skills} +\begin{itemize} + \item Customer Service \& Communication + \item Reliability \& Punctuality + \item Physical Stamina (up to 50lbs lifting) + \item Fast Learner \& Adaptable + \item Cleanliness \& Safety Awareness +\end{itemize} + +% Education +\section*{\color{blue}Education} +\begin{itemize}[label={}] + \item + \textbf{University of Guelph} \hfill Guelph, Ontario \\ + \textit{Bachelor of Engineering – Computer Engineering} +\end{itemize} + +\end{document} diff --git a/resumes/build/mnisyif_resume.pdf b/resumes/build/mnisyif_resume.pdf deleted file mode 100644 index e8e90cd..0000000 Binary files a/resumes/build/mnisyif_resume.pdf and /dev/null differ diff --git a/resumes/mnisyif_resume.tex b/resumes/mnisyif_resume.tex deleted file mode 100644 index 5dcab7b..0000000 --- a/resumes/mnisyif_resume.tex +++ /dev/null @@ -1,257 +0,0 @@ -\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} -\usepackage{graphicx} -\usepackage[export]{adjustbox} -\usepackage{multirow} -\usepackage{textcase} -\usepackage{anyfontsize} % allows arbitrary font sizes -\AtBeginDocument{% - \fontsize{9pt}{11pt}\selectfont -} - -\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}\raggedright \fontsize{9}{12} \bfseries -}{}{0em}{}[\color{blue}\titlerule \vspace{-5pt}] - -% Ensure that generate pdf is machine readable/ATS parsable -\pdfgentounicode=1 - -\makeatletter -\renewcommand\Huge{\@setfontsize\Huge{15pt}{20pt}} -\makeatother - -%------------------------- -% Custom commands -\newcommand{\resumeItem}[1]{ - \item{ - {#1\vspace{-2pt}} - } -} - -\newcommand{\resumeSubItem}[2]{ - \item - \textbf{\color{black}#1} - \vspace{1pt} % Adjust this value to increase or decrease space -% \small - #2\vspace{-5pt} % 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{ #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{ #2} \\ - \textit{#3} & \textit{ #4} \\ - \end{tabular*}\vspace{-7pt} -} - -\newcommand{\resumeSubSubheading}[2]{ - \item - \begin{tabular*}{1.0\textwidth}{l@{\extracolsep{\fill}}r} - \textit{#1} & \textit{ #2} \\ - \end{tabular*}\vspace{-7pt} -} - - -\newcommand{\resumeProjectHeading}[2]{ - \vspace{-2pt}\item - \begin{tabular*}{1.00\textwidth}{l@{\extracolsep{\fill}}r} - #1 & \textbf{ #2}\\ - \end{tabular*}\vspace{-8pt} -} - -% \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}} - -\pdfstringdefDisableCommands{\def\color#1{}} -%------------------------------------------- -%%%%%% RESUME STARTS HERE %%%%%%%%%%%%%%%%%%%%%%%%%%%% -\begin{document} - -%----------HEADING---------- -\begin{tabular*}{\textwidth}{@{\hspace{-1ex}}l} - \textbf{\href{http://m.nisyif.com/}{\Huge\color{blue}MURTADHA NISYIF}} \vspace{2pt}\\ - \href{mailto:mnisyif@gmail.com}{\faIcon{at} mnisyif@gmail.com} $|$ - \faIcon{phone-square-alt} +1 (519) 502-8463 $|$ - \faIcon{map-marker-alt} Kitchener, Ontario $|$ - \href{https://m.nisyif.com/}{\faIcon{user-tie} m.nisyif.com} $|$ - \href{https://www.linkedin.com/in/mnisyif}{\faIcon{linkedin} linkedin.com/ln/mnisyif} $|$ - \href{https://github.com/mnisyif}{\faIcon{github} github.com/mnisyif}\vspace{12pt} \\ -\end{tabular*} - -\vspace{-20pt} - -%-----------SUMMARY---------- -\section{\color{blue}SUMMARY} -AI Systems Engineer with expertise intersecting machine learning optimization, real-time distributed software design, and automated deployment infrastructure. Proven track record designing custom simulation environments, benchmarking edge-hardware bottlenecks, and orchestrating containerized continuous integration pipelines to optimize system constraints - -\vspace{-7pt} - -%-----------EDUCATION----------- -\section{\color{blue}EDUCATION} -\resumeSubHeadingListStart -\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{Dec 2025} -\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{Apr 2023} -\resumeSubHeadingListEnd -% \vspace{-8pt} - -%-----------SKILLS----------- -\section{\color{blue}SKILLS \& TECHSTACKS} -\begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X } - \textbf{Skills: } & AI Systems; DevOps; Cloud Infrastructure; IaC; Containerization; CI/CD Pipelines; Telemetry Monitoring; Agile/Scrum \\ - \textbf{Languages: } & Python; C++; C; JavaScript; Rust; HTML; Java; Bash \\ - \textbf{Tech Stacks: } & PyTorch; Stable-Baselines3; ROS2; Arduino IDE; React; FastAPI; Flask; Jest; PyTest; Docker; Jenkins; Terraform; AWS (EC2, S3); Nginx Proxy Manager; Cloudflare; Prometheus; Grafana; SQLite; PostgreSQL \\ -\end{tabularx} -\vspace{-10pt} -% %-----------SKILLS----------- -% \section{\color{blue}SKILLS \& TECHSTACKS} -% \begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X } -% % \textbf{Certifications: } & AWS Solutions Architect\\ -% \textbf{Skills: } & AI; DevOps; Cloud Computing; IaC; Containerization; CI/CD; Monitoring; Data Engineering; ML Ops \\ -% \textbf{Languages: } & Python; C++; C; JavaScript; Rust; HTML; Java; Bash \\ -% \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 \\ -% \end{tabularx} -% \vspace{-10pt} - -%----------Experience---------- -\section{\color{blue}WORK EXPERIENCE} -\resumeSubHeadingListStart -\resumeSubheading -{Researcher - Machine Learning \& Semantic Communications}{Jan 2024 – Dec 2025} -{University of Guelph}{ Guelph, Ontario} -\resumeItemListStart -\resumeItem {Isolated and analyzed system bottlenecks across edge-cloud optical fiber networks, identifying a transition from transmission latency constraints to algorithmic compute bottlenecks during model execution} -\resumeItem {Optimized end-to-end latency pipelines utilizing Swin Transformer architectures in PyTorch, establishing benchmarking frameworks to compare transmission times across unquantized, quantized (INT8), and baseline non-transformer data states} -\resumeItem {Programmed an adaptive channel-selection algorithm utilizing logarithmic logic to dynamically scale the number of transmitted image channels based on real-time bandwidth and latency metrics} -\resumeItem {Authored and published peer-reviewed research in IEEE conference proceedings focusing on task-driven feature extraction to mitigate computational and network overhead in edge-cloud architectures} -\resumeItemListEnd - -\resumeSubheading -{Software Developer}{Oct 2022 – Oct 2023} -{University of Guelph - Robotics Institute}{ Guelph, Ontario} -\resumeItemListStart -\resumeItem {Developed distributed node architectures for an automated feeding assistant robot within ROS2, writing native C++ and Python nodes to manage core services, topics, and real-time depth-sensor camera data feeds} -\resumeItem {Designed and programmed firmware for an ESP32-based smart mechatronic door system within the Arduino environment, implementing Bluetooth Low Energy (BLE) for local smartphone authentication and Wi-Fi synchronization for backend logging} -\resumeItem {Implemented power-management states within microcontroller firmware to alternate between low-power and normal-power operational modes during continuous field deployments} -\resumeItem {Orchestrated cloud infrastructure provisioning via Terraform, automating the deployment of EC2 instances for application backends/frontends and S3 buckets for media asset management} -\resumeItemListEnd - -\resumeSubheading -{Information Technology Analyst}{Jul 2020 – Dec 2020} -{Kitchener Downtown Community Health Center - SRHC}{ Kitchener, Ontario} -\resumeItemListStart -\resumeItem {Configured distributed file architectures using a centralized Samba server, increasing secure data access and distribution efficiency by 40\% across multi-department teams} -\resumeItem {Secured network topography via FortiGate firewall and VPN implementations, supporting 60 active remote users} -\resumeItem {Deployed Prometheus and Grafana monitoring pipelines across a multi-container Docker environment to track system downtime, monitor SSH traffic, and isolate anomalous network activity} -\resumeItemListEnd - -\resumeSubHeadingListEnd - -%-----------PROJECTS----------- -\section{\color{blue}PROJECTS} -\resumeSubHeadingListStart - -\resumeProjectHeading {\textbf{\color{black}Real-Time Audio Filtering RL Environment} $|$ \color{blue} \emph{Python, PyTorch, OpenAI Gym, Stable-Baselines3, SciPy, librosa}}{} -\resumeItemListStart -\resumeItem{Constructed a custom OpenAI Gym audio environment (NoiseReductionEnv) running a frequency-domain control loop via Fast Fourier Transforms (scipy.fft.rfft) to manipulate harmonic scaling coefficients} -\resumeItem{Trained a PPO agent over 10,000 timesteps using an MlpPolicy, minimizing Mean Squared Error (MSE) against clean baseline signals to synthesize sequential 44.1 kHz time-domain outputs} -\resumeItemListEnd - -\resumeProjectHeading{\textbf{\color{black}DevOps Server Infrastructure \& CI/CD Pipeline} $|$ \color{blue} \emph{Docker, Jenkins, Nginx Proxy Manager, Cloudflare, PyTest, Jest}}{} -\resumeItemListStart -\resumeItem{Self-hosted a containerized Jenkins automation server to manage continuous integration pipelines across 15+ microservices, executing automated validation via PyTest and Jest} -\resumeItem{Architected a multi-layered proxy topography using Nginx Proxy Manager and Cloudflare to securely route web traffic, isolate runtime endpoints, and automate Let's Encrypt SSL/TLS renewals} -\resumeItemListEnd - -\resumeSubHeadingListEnd -\vspace{-7pt} -% %-----------PROJECTS----------- -% \section{\color{blue}PROJECTS} -% \resumeSubHeadingListStart -% -% \resumeProjectHeading {\textbf{\color{black}Home lab Adminstration} $|$ \color{blue} \emph{Docker, Terraform, Jenkins, Prometheus, Grafana, SSL/TLS}}{} -% \resumeItemListStart -% \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} -% \resumeItemListEnd -% -% \resumeProjectHeading{\textbf{\color{black}Heart Disease Predictor} $|$ \color{blue} \emph{Python, Flask, RESTful, HTML, CSS, JS}}{} -% \resumeItemListStart -% \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} -% \resumeItemListEnd -% -% \resumeProjectHeading{\textbf{\color{black} Real-Time Noise Cancellation with RL} $|$ \color{blue} \emph{Python, PyTorch, Gymnasium, SciPy, librosa}}{} -% \resumeItemListStart -% \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} -% \resumeItemListEnd -% \resumeSubHeadingListEnd -% \vspace{-7pt} - -\section{\color{blue}PUBLICATIONS} -\resumeSubHeadingListStart - -\resumeProjectHeading -{\textbf{Network-Aware Adaptive Semantic Image Transmission in Edge-Cloud Communications}}{MECOM 2025} -\resumeItemListStart -\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)} -\resumeItemListEnd - -\resumeProjectHeading -{\textbf{Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}}{CCECE 2024} -\resumeItemListStart -\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)} -\resumeItemListEnd -\resumeSubHeadingListEnd - -\end{document}