Update coverletter structure enabling editing only for necessary sections with dynamic variables to avoid redundancy
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\usepackage{enumitem}
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\usepackage{hyperref}
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\usepackage[margin=1in]{geometry}
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% \usepackage{date}
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% Define variables
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\newcommand{\companyName}{ZEFR}
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\newcommand{\hiringManager}{HR}
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\newcommand{\companyAddress}{(Remote) Toronto, ON}
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%% Job related
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\newcommand{\companyName}{Geotab}
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\newcommand{\hiringManager}{Hiring Team}
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\newcommand{\companyAddress}{Waterloo, ON}
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\newcommand{\position}{Full Stack Software Developer}
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%% Personal
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\newcommand{\name}{Murtadha Saeed Nisyif}
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\newcommand{\address}{Kitchener, Ontario, Canada}
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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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\begin{document}
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\noindent Murtadha Saeed Nisyif \\
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Kitchener, Ontario, Canada \\
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\href{mailto:mnisyif@gmail.com}{mnisyif@gmail.com} | +1 (519) 502-8463 \\
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\href{https://www.linkedin.com/in/mnisyif}{LinkedIn} | \href{https://www.github.com/mnisyif}{GitHub} \\
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\vspace{1em}
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\noindent \date \\
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\vspace{1em}
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\noindent \hiringManager \\
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\companyName \\
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\companyAddress \\
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\vspace{1em}
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\noindent Dear \hiringManager, \\
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\vspace{1em}
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I am excited to apply for the Applied Data Scientist position at \companyName. With a strong background in data science, extensive experience in Python and SQL, and a passion for innovative AI solutions, I am confident in my ability to contribute effectively to your team.\\
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I hold a Master's degree in Computer Engineering from the University of Guelph, where my research focused on the application of transformer-based models for semantic data transmission. This involved developing and training models using PyTorch and implementing practical solutions on Xilinx SoC boards. My academic and professional experiences have provided me with a solid foundation in data structures, algorithms, and software design, as well as hands-on experience with neural networks and large language models.\\
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In my role as a Graduate Researcher, I have developed and optimized various data processing workflows using tools such as Pandas and FastAPI. I am well-versed in using Snowflake for efficient data storage and retrieval, and have extensive experience with data management systems like PostgreSQL and AWS DMS. I also understand the intricacies of vector search and retrieval-augmented generation (RAG) systems, which are crucial for advanced AI solutions.\\
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My experience managing a self-hosted home lab has equipped me with practical skills in containerization and orchestration using Docker and Kubernetes. This hands-on experience has taught me the importance of resource efficiency, scalability, and robust infrastructure maintenance, all of which are critical for developing reliable AI systems.\\
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I am particularly impressed by \companyName's tech stack, which includes advanced tools and platforms such as HuggingFace. My familiarity with these technologies, along with my strong foundation in MLOps practices, positions me well to contribute to your data science initiatives. I am committed to maintaining high standards of code quality through thorough testing and code reviews, and I am always eager to explore new technologies and creative solutions.\\
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\companyName's mission to leverage AI for impactful solutions aligns perfectly with my professional goals and interests. I am confident that my skills and experiences make me a strong fit for this role, and I am excited about the possibility of contributing to your innovative team.\\
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Thank you for considering my application. I look forward to the opportunity to discuss how my background, skills, and enthusiasm can contribute to \companyName's success. Please feel free to contact me at your earliest convenience to schedule an interview.\\
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\vspace{2em}
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\noindent Sincerely, \\
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\vspace{1em}
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\noindent Murtadha Saeed Nisyif
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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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\end{document}
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14
coverletters/sections/00-header.tex
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14
coverletters/sections/00-header.tex
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\noindent \textbf{\huge \name} \\
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\address \\
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\email | \phone \\
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\links \\
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\vspace{1em}
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\noindent \today \\
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\noindent \hiringManager \\
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\companyName \\
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\companyAddress \\
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\noindent Dear \hiringManager, \\
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\vspace{1em}
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3
coverletters/sections/01-intro.tex
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3
coverletters/sections/01-intro.tex
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\indent I am excited to apply for the \position\ at \companyName.
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Having achieved a bachelor's in Computer Engineering, with a robust background in software design and implementation, paired with extensive experience in C\#, .NET Core, and front-end technologies like React,
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I am confident in my ability to contribute to your team and help drive the continued success of your telematics platform.\\
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coverletters/sections/02-body.tex
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13
coverletters/sections/02-body.tex
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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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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 the 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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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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11
coverletters/sections/03-closing.tex
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11
coverletters/sections/03-closing.tex
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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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\vspace{2em}
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\noindent Sincerely, \\
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\vspace{1em}
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\noindent \name
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\resumeSubItem{\textbf{\color{black}Transformer-based Semantic Transcoding:}}
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{Developed PyTorch models for E2E semantic transcoding, deployed on Xilinx SoC boards using Vitis AI™}
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\resumeSubItem{\textbf{\color{black}CI/CD React Portfolio Website}}
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{Designed and developed a personal portfolio website using React. Implemented a CI/CD pipeline to automate the building, testing, and deployment process}
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\resumeSubItem{\textbf{\color{black}Clean Architecture C\# Backend:}}
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{Engineered a scalable portfolio website backend using C\#, adhering to Clean Architecture and REST API principles and implementing CI/CD pipeline for efficient deployment}
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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.}}{Sep 2023 -- Dec 2024}
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\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.C. Computer Science}}{Sep 2021 -- Apr 2023}
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\resumeSchoolItem{University of Guelph $|$ \color{blue} \emph{B.Eng. in Computer Engineering}}{Sep 2019 -- Apr 2023}
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\resumeSubHeadingListEnd
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