Job(controls): Update resume for brock solutions
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% Define variables
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%% Job related
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\newcommand{\companyName}{GHD}
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\newcommand{\companyName}{Brock Solutions}
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\newcommand{\hiringManager}{Hiring Team}
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\newcommand{\companyAddress}{Waterloo, ON}
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\newcommand{\position}{General Graduate Engineer}
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\newcommand{\companyAddress}{Kitchener, ON}
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\newcommand{\position}{Control Systems Engineer}
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%% Personal
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\newcommand{\name}{Murtadha Saeed Nisyif}
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\newcommand{\email}{\href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com}}
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\newcommand{\phone}{+1 (519) 502-8463}
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\newcommand{\links}{\href{https://m.nisyif.com}{Website} | \href{https://www.linkedin.com/in/mnisyif}{LinkedIn} | \href{https://www.github.com/mnisyif}{GitHub}}
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\newcommand{\schoolName}{University of Guelph}
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\begin{document}
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\input{sections/00-header.tex}\\
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\input{sections/01-intro.tex}\\
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\input{sections/02-body.tex} \\
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\input{sections/03-closing.tex}
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\input{sections/03-closing.tex}
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\end{document}
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\indent I am excited to apply for the \position\ position at \companyName.
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Having achieved a bachelor's in Computer Engineering, with a robust background in design and implementation, paired with extensive experience in various software like MATLAB, AutoCAD and Solidworks.
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I am confident in my ability to contribute to your team and help drive the continued success of \companyName.\\
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\indent I am excited to apply for the \position\ position at \companyName.
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With solid foundation in software development and hands-on experience in designing and deploying integrated systems,
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I am confident in my ability to contribute to your team and help drive the continued success of \companyName.\\
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\indent My experience in software engineering at the University of Guelph has honed my skills in writing high-performance, scalable code in C and other languages.
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I have been deeply involved in the development of real-time processing systems, where I implemented multithreaded C++ and Python modules for robotic applications and utilized C to deploy ML models enhanced with hardware-acceleration on Xilinx SoCs.
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These experiences have given me a solid foundation in writing efficient, maintainable code and a deep understanding of the importance of system reliability.\\
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\indent In my recent role as a Researcher ML Engineer at the \schoolName, I conducted in-depth data collection, diagnosis and analysis to identify key correlations in latency and network bandwidth.
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This experience in real-time environments helped me develop a solid foundation for programming, deploying and optimzing systems under various operational conditions.
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My prior work as a Software Developer on an Assistive Robotic Feeding System in ROS2 required on-the-spot troubleshooting of hardware-software integration issues, as well as coordinating with microcontrollers and sensors (ESP32, PIR) in a Smart Door application, to deliver a stable automated experience.
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Additionally, my experience as an IT Analyst entailed reading electrical schematics, configuring rirewalls, and modernizing network infrastructure-further sharpening my problem-solving abilities.\\
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At the Robotics Institute, I contributed to the development and deployment of a Node.js and PostgresDB backend system on AWS EC2 for an accessibility application, which was part of a research conducted at the institute.
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This system featured a frontend interface that retrieved data from the PostgresDB, enabling real-time visualization and analysis of user activity.
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In addition to developing the system, I also maintained the frontend application, ensuring that dependencies were regularly updated to keep the system secure and functional.
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By facilitating seamless communication with users, this setup ensured that feedback was effectively gathered and integrated, resulting in enhanced system usability and functionality. \\
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Beyond my professional roles, I also maintain a personal home lab where I manage automations for lighting, thermostats, and security—deepening my understanding of real-time data exchange, hardware integration, and troubleshooting.
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Throughout these projects, I leveraged my skills in C/C++, Python, Rust, and Java, along with Ladder Logic (PLC) knowledge, to integrate hardware and software in real-time systems.
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I also appreciate the importance of robust design documentation and functional specifications, having written and followed them closely for various edge-cloud and robotics solutions.
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My familiarity with IT/networking, databases, and version control (Git) further positions me to support Brock Solutions’ industrial automation projects from design through commissioning.\\
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In addition to my technical expertise, I bring a passion for best practices in software development.
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I am experienced in conducting comprehensive code reviews, ensuring adherence to coding standards, and employing Test-Driven and Security-Driven Development methodologies.
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My commitment to quality is further demonstrated through my hands-on experience in my homelab, where I manage and monitor Dockerized applications, develop and dockerize services, and deploy them using a robust CI/CD pipeline.
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This setup streamlines the entire process of building, testing, and deploying applications, ensuring efficiency and reliability in every stage of the software lifecycle. \\
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I also welcome the travel requirement of up to 40\% for on-site installations and system commissioning, as I thrive on hands-on involvement to make sure solutions run smoothly in real-world production. My background has prepared me to excel in roles requiring both technical depth and adaptability.\\
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\indent I am confident that my experience, skill set, and drive make me a strong candidate at \companyName.
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I look forward to the possibility of discussing how I can contribute to \companyName’s success.
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I am available at your earliest convenience for an interview and can be reached via email at \email\ or by phone at \phone.
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Thank you for your time.
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\indent I am confident my experience, technical expertise, and proactive problem-solving approach make me a strong candidate for the \position\ role and align with \companyName's needs.
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I look forward to the opportunity to discuss how my background aligns with \companyName's mission.
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Please feel free to contact me at \email\ or \phone\ at your earliest convenience.\\
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\noindent Thank you for your time and consideration.
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\vspace{2em}
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\noindent Sincerely, \\
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\vspace{1em}
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\noindent \name
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\noindent \name
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%----------HEADING----------
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\begin{tabular*}{\textwidth}{ @{\extracolsep{\fill}}l @{\hspace{-1ex}}l @{\hspace{-1ex}}l}
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\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} \\
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\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}\\
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\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}\\
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& \faIcon{phone-square-alt} +1 (519) 502-8463 & \faIcon{github} \href{https://www.github.com/mnisyif}{github.com/mnisyif}
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\end{tabular*}
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\vspace{-10pt}
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% %----------HEADING----------
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% \begin{tabular*}{\textwidth}{@{\extracolsep{\fill}} l l l c}
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% % First row with name, location, and portfolio link
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% \textbf{\href{http://m.nisyif.com/}{\huge\color{blue}Murtadha Saeed Nisyif}} &
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% \faIcon{map-marker-alt} Ontario, Canada &
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% \faIcon{link} \href{https://m.nisyif.com/}{Portfolio} &
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% \multirow{3}{*}{\includegraphics[height=2.2cm,frame,round=0.2cm]{my_picture.jpg}} \\
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% % Second row with job title and email
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% \emph{\Large Computer Engineer} &
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% \faIcon{at} \href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com} &
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% \faIcon{linkedin} \href{https://www.linkedin.com/in/mnisyif/}{LinkedIn} & \\
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% % Third row with phone and GitHub
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% &
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% \faIcon{phone-square-alt} +1 (519) 502-8463 &
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% \faIcon{github} \href{https://www.github.com/mnisyif}{Github} & \\
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% \end{tabular*}
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% \vspace{-5pt}
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%----------Experience----------
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\section{\color{blue}Relevant Work Experience}
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{ML Engineer - Researcher}{Jan 2024 -- Dec 2024}
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{University of Guelph}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem {Performed latency data acquisition across diverse hardware setups and executed feature engineering to identify key correlations, enhancing model performance under varying network conditions}
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\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}
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\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}
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\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}
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\resumeItem {Deployed existing PyTorch-based implementations onto Kira SoCs using Vitis AI™, to leverage SoC's hardware acceleration}
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\textbf{\color{black}Frameworks:} & PyTorch, TensorFlow, Node.js, React, Express.js, ROS \\
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\textbf{\color{black}Cloud and DevOps:} & AWS, Docker, Kubernetes, Terraform, Jenkins, PostgreSQL, MongoDB, SQLite \\
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\textbf{\color{black}Tools and Protocols:} & Git, Postman, Flask, Swagger, Jira, CMake, HTTP, TCP \\
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\textbf{\color{black}Tools and Protocols:} & Git, Postman, Flask, Swagger, Jira, CMake, HTTP, TCP, Basic Ladder Logic (PLC) \\
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\end{tabular}
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\vspace{-8pt}
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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}}{}
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\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{MASc. - Computer Engineering}}{}
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\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Comp. - Computer Science}}{}
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\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. - Computer Engineering}}{}
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\resumeSubHeadingListEnd
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\vspace{-8pt}
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%---------Publications---------
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\section{\color{blue}Publications}
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\resumeSubHeadingListStart
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\resumeSubheading
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{Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}{}
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{Published @ IEEE CCECE (Aug 2024)}{}
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\resumeItemListStart
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\resumeItem {Explored a novel approach to incorporate semantic transcoding in edge-cloud system to reduce data latency rates}
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\resumeItemListEnd
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\resumeSubHeadingListEnd
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% %---------Publications---------
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% \section{\color{blue}Publications}
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% \resumeSubHeadingListStart
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% \resumeSubheading
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% {Boosting Edge-to-Cloud Data Transmission Efficiency with Semantic Transcoding}{}
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% {Published @ IEEE CCECE (Aug 2024)}{}
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% \resumeItemListStart
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% \resumeItem {Explored a novel approach to incorporate semantic transcoding in edge-cloud system to reduce data latency rates}
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% \resumeItemListEnd
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% \resumeSubHeadingListEnd
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\end{document}
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