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\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@outlook.com}{\faIcon{at} mnisyif@outlook.com} $|$
	\faIcon{phone-square-alt} +1 (519) 502-8463 $|$
    \faIcon{map-marker-alt} Baghdad, Iraq $|$
	\href{https://m.nisyif.com/}{\faIcon{user-tie} m.nisyif.com} $|$
	\href{https://www.linkedin.com/in/mnisyif}{\faIcon{linkedin} linkedin.com/in/mnisyif} $|$
	\href{https://github.com/mnisyif}{\faIcon{github} github.com/mnisyif}\vspace{12pt} \\
\end{tabular*}

\vspace{-20pt}

%----------EDUCATION & CERTIFICATIONS----------
\section{\color{blue}EDUCATION \& CREDENTIALS}
\resumeSubHeadingListStart
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Master of Applied Science in Computer Engineering}}{Dec 2025}
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{Bachelor of Engineering in Computer Engineering}}{Apr 2023}
\resumeSchoolItem{120-Hour TEFL Certification $|$ \color{blue} \emph{Teaching English as a Foreign Language}}{Sep 2026}
\resumeSubHeadingListEnd

%----------TEACHING & INSTRUCTIONAL EXPERIENCE----------
\section{\color{blue}TEACHING \& INSTRUCTIONAL EXPERIENCE}
\resumeSubHeadingListStart
\resumeSubheading
{ICT Teacher}{Mar 2026 -- Sep 2026}
{International Community School}{Baghdad, Iraq}
\resumeItemListStart
\resumeItem{Delivered the Cambridge ICT curriculum across 16 class sections (Grades 1--8), instructing over 280 students in computer fundamentals, digital citizenship, HTML, and programming using ScratchJr, Scratch 3, and Python}
\resumeItem{Stepped into a mid-year role following a three-month instructional vacancy, designing targeted catch-up modules and project-based assessments to re-establish academic continuity}
\resumeItem{Designed hands-on, grade-differentiated coursework and practical assignments, tracking progress through applied student lab deliverables and programming projects}
\resumeItem{Administered a 22-seat Windows computer lab, configuring Windows Subsystem for Linux (WSL) environments to facilitate command-line and Linux exposure for Grade 11 AP Computer Science students}
\resumeItem{Maintained classroom technology infrastructure, managing software installations, user workstations, and hardware troubleshooting to minimize instructional downtime}
\resumeItemListEnd

\resumeSubheading
{Graduate Teaching Assistant}{Sep 2024 -- Dec 2025}
{University of Guelph}{Guelph, Ontario}
\resumeItemListStart
\resumeItem{Instructed over 100 undergraduate engineering students across two core upper-year courses: Robotic Systems and Microcomputer Interfacing}
\resumeItem{Led weekly laboratory sessions and practical demonstrations, guiding students through hardware/software interfacing, sensor integration, and robotic control algorithms}
\resumeItem{Assessed student technical competencies across laboratory deliverables, code implementations, and project reports, delivering targeted formative feedback}
\resumeItem{Held weekly instructional office hours and review sessions to clarify complex low-level system design and microcomputer programming concepts}
\resumeItemListEnd
\resumeSubHeadingListEnd

%----------TECHNICAL & RESEARCH EXPERIENCE----------
\section{\color{blue}RESEARCH \& TECHNICAL EXPERIENCE}
\resumeSubHeadingListStart
\resumeSubheading
{Graduate Research Assistant -- Machine Learning}{Jan 2024 -- Dec 2025}
{University of Guelph}{Guelph, Ontario}
\resumeItemListStart
\resumeItem{Engineered semantic communication pipelines leveraging Swin Transformers, achieving a 30$\times$ reduction in bandwidth consumption and 29\% lower end-to-end latency while maintaining over 96\% task accuracy}
\resumeItem{Developed adaptive transmission mechanisms to handle dynamic network fluctuations, ensuring stable real-time data flow for edge-to-cloud computing}
\resumeItem{Quantized deep learning models to INT8 to simulate resource-constrained mobile hardware, establishing benchmarking workflows for edge deployment}
\resumeItemListEnd
\resumeSubHeadingListEnd

%----------SKILLS & TEACHING COMPETENCIES----------
\section{\color{blue}SKILLS \& TEACHING COMPETENCIES}
\begin{tabularx}{\textwidth}{ @{} >{\bfseries}l X }
	\textbf{Pedagogy \& Curricula: } & Cambridge ICT (Primary \& Lower Secondary); AP Computer Science Support; Project-Based Learning (PBL); Formative \& Summative Assessment; Differentiated Instruction; Digital Safety \\
	\textbf{Educational Tech: }       & ScratchJr; Scratch 3; Python; HTML/CSS; Windows Subsystem for Linux (WSL); Microcomputer Interfacing; Educational Lab Management \\
	\textbf{Technical Skills: }      & Python; C++; C; Java; Bash; Go; Linux/Unix Administration; Docker; Git; Edge Computing \\
\end{tabularx}
\vspace{-7pt}

%----------PROJECTS----------
\section{\color{blue}TECHNICAL PROJECTS}
\resumeSubHeadingListStart

\resumeProjectHeading {\textbf{\color{black}Lab \& Systems Infrastructure (Home Lab)} $|$ \color{blue} \emph{Docker, Linux, Prometheus, Grafana, SSL/TLS}}{}
\resumeItemListStart
\resumeItem{Configured and managed a containerized server environment running 15+ containerized services, implementing Prometheus and Grafana monitoring alongside automated SSL/TLS maintenance for 99.9\% availability}
\resumeItemListEnd

\resumeProjectHeading{\textbf{\color{black}Interactive Disease Prediction System} $|$ \color{blue} \emph{Python, Flask, HTML, CSS, JavaScript}}{}
\resumeItemListStart
\resumeItem{Engineered a web application connecting a RESTful Flask backend to an interactive frontend interface, performing feature normalization and predictive analysis with 95\% accuracy}
\resumeItemListEnd
\resumeSubHeadingListEnd
\vspace{-7pt}

%----------PUBLICATIONS----------
\section{\color{blue}PUBLICATIONS}
\resumeSubHeadingListStart

\resumeProjectHeading
{\textbf{Network-Aware Adaptive Semantic Image Transmission in Edge-Cloud Communications}}{MECOM 2025}
\resumeItemListStart
\resumeItem{Coupled Swin-Transformers with real-time network telemetry to optimize transmission over dynamic network conditions (Published, IEEE Xplore)}
\resumeItemListEnd

\resumeProjectHeading
{\textbf{Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}}{CCECE 2024}
\resumeItemListStart
\resumeItem{Leveraged edge-to-cloud transformer models to achieve bandwidth reduction and latency improvements for high-speed systems (Published, IEEE Xplore)}
\resumeItemListEnd
\resumeSubHeadingListEnd

\end{document}