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Murtadha 2025-02-25 12:20:43 -05:00
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resumes/Murtadha.tex
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@ -110,28 +110,10 @@
%----------HEADING----------
\begin{tabular*}{\textwidth}{ @{\extracolsep{\fill}}l @{\hspace{-1ex}}l @{\hspace{-1ex}}l}
\textbf{\href{http://m.nisyif.com/}{\huge\color{blue}Murtadha Saeed Nisyif}} & \faIcon{map-marker-alt} Ontario, Canada & \faIcon{link} \href{https://m.nisyif.com/}{m.nisyif.com} \\
\emph{\Large Cloud and ML Engineer} & \faIcon{at} \href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com} & \faIcon{linkedin} \href{https://www.linkedin.com/in/mnisyif/}{linkedin.com/in/mnisyif}\\
\emph{\Large Software Engineer} & \faIcon{at} \href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com} & \faIcon{linkedin} \href{https://www.linkedin.com/in/mnisyif/}{linkedin.com/in/mnisyif}\\
& \faIcon{phone-square-alt} +1 (519) 502-8463 & \faIcon{github} \href{https://www.github.com/mnisyif}{github.com/mnisyif}
\end{tabular*}
\vspace{-10pt}
% %----------HEADING----------
% \begin{tabular*}{\textwidth}{@{\extracolsep{\fill}} l l l c}
% % First row with name, location, and portfolio link
% \textbf{\href{http://m.nisyif.com/}{\huge\color{blue}Murtadha Saeed Nisyif}} &
% \faIcon{map-marker-alt} Ontario, Canada &
% \faIcon{link} \href{https://m.nisyif.com/}{Portfolio} &
% \multirow{3}{*}{\includegraphics[height=2.2cm,frame,round=0.2cm]{my_picture.jpg}} \\
% % Second row with job title and email
% \emph{\Large Computer Engineer} &
% \faIcon{at} \href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com} &
% \faIcon{linkedin} \href{https://www.linkedin.com/in/mnisyif/}{LinkedIn} & \\
% % Third row with phone and GitHub
% &
% \faIcon{phone-square-alt} +1 (519) 502-8463 &
% \faIcon{github} \href{https://www.github.com/mnisyif}{Github} & \\
% \end{tabular*}
% \vspace{-5pt}
%----------Experience----------
\section{\color{blue}Relevant Work Experience}
@ -140,7 +122,7 @@
{ML Engineer - Researcher}{Jan 2024 -- Dec 2024}
{University of Guelph}{Guelph, Ontario}
\resumeItemListStart
\resumeItem {Performed latency data acquisition across diverse hardware setups and executed feature engineering to identify key correlations, enhancing model performance under varying network conditions}
\resumeItem {Performed latency data acquisition and thorough dataset diagnosis across diverse hardware setups, applying advanced analysis and feature engineering to identify key correlations-enabling the model to determine optimal transformer configurations for varying networks conditions}
\resumeItem {Designed, implemented, and trained an adaptive model extension to the existing semantic communication transformer, improving real-time responses to network bandwidth fluctuations while maintaining at least 96\% model accuracy}
\resumeItem {Deployed Swin Transformer-based models in edge-cloud systems to offload processing from the core network, achieving higher throughput and reducing end-to-end communication latency by up to 29\%, alongside a 30x reduction in network bandwidth utilization}
\resumeItem {Deployed existing PyTorch-based implementations onto Kira SoCs using Vitis AI™, to leverage SoC's hardware acceleration}
@ -175,7 +157,7 @@
\textbf{\color{black}Frameworks:} & PyTorch, TensorFlow, Node.js, React, Express.js, ROS \\
\textbf{\color{black}Cloud and DevOps:} & AWS, Docker, Kubernetes, Terraform, Jenkins, PostgreSQL, MongoDB, SQLite \\
\textbf{\color{black}Tools and Protocols:} & Git, Postman, Flask, Swagger, Jira, CMake, HTTP, TCP \\
\textbf{\color{black}Tools and Protocols:} & Git, Postman, Flask, Swagger, Jira, CMake, HTTP, TCP, Basic Ladder Logic (PLC) \\
\end{tabular}
\vspace{-8pt}
@ -201,20 +183,20 @@
%-----------EDUCATION-----------
\section{\color{blue}Education}
\resumeSubHeadingListStart
%\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{}
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{}
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Comp. - Computer Science}}{}
\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{}
\resumeSubHeadingListEnd
\vspace{-8pt}
%---------Publications---------
\section{\color{blue}Publications}
\resumeSubHeadingListStart
\resumeSubheading
{Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}{}
{Published @ IEEE CCECE (Aug 2024)}{}
\resumeItemListStart
\resumeItem {Explored a novel approach to incorporate semantic transcoding in edge-cloud system to reduce data latency rates}
\resumeItemListEnd
\resumeSubHeadingListEnd
% %---------Publications---------
% \section{\color{blue}Publications}
% \resumeSubHeadingListStart
% \resumeSubheading
% {Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}{}
% {Published @ IEEE CCECE (Aug 2024)}{}
% \resumeItemListStart
% \resumeItem {Explored a novel approach to incorporate semantic transcoding in edge-cloud system to reduce data latency rates}
% \resumeItemListEnd
% \resumeSubHeadingListEnd
\end{document}