diff --git a/coverletters/build/cl.pdf b/coverletters/build/cl.pdf index e7a21d1..a5e2b1e 100644 Binary files a/coverletters/build/cl.pdf and b/coverletters/build/cl.pdf differ diff --git a/coverletters/cl.tex b/coverletters/cl.tex index 54f2409..901fced 100644 --- a/coverletters/cl.tex +++ b/coverletters/cl.tex @@ -5,12 +5,6 @@ % \usepackage{date} % Define variables -%% Job related -\newcommand{\companyName}{Pythian} -\newcommand{\hiringManager}{Hiring Team} -\newcommand{\companyAddress}{Remote, Canada} -\newcommand{\position}{AI/ML Engineer} - %% Personal \newcommand{\name}{Murtadha Nisyif} \newcommand{\address}{Kitchener, Ontario, Canada} @@ -18,6 +12,12 @@ \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} + \begin{document} %============================= % HEADER @@ -40,37 +40,36 @@ %============================= % OPENING SECTION %============================= -Pythian’s reputation for solving "tough data challenges" resonates deeply with my background in engineering high-efficiency AI pipelines for congested network environments. -As a Computer Engineering Graduate and Researcher specialized in Semantic Communications and Edge Computing, I have spent my career ensuring that mission-critical data remains reliable and performant—the same standard Pythian has championed since 1997. -I am eager to bring my expertise in model optimization and MLOps to the \position{} role to help your clients leverage bleeding-edge technologies. +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 %============================= \vspace{1em} -\noindent My technical background aligns directly with Pythian’s focus on robust, scalable AI systems: +\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{Optimized AI Pipelines:} I developed semantic communication pipelines using Swin Transformer models that achieved a 30x reduction in bandwidth and 29\% lower latency while maintaining 96\% task accuracy. - \item \textbf{Production-Ready Deployment:} I have extensive experience containerizing multi-technology stacks with Docker and ROS2, and automating cloud infrastructure (AWS) using Terraform. - \item \textbf{MLOps \& Scalability:} I implemented CI/CD pipelines via Jenkins and GitLab, reducing manual deployment steps by 80\%, and orchestrated a home lab environment managing 15+ Docker containers with Prometheus/Grafana monitoring. - \item \textbf{Advanced AI Research:} I have published first-author IEEE research on adaptive JSCC frameworks and network-aware image transmission, demonstrating my ability to stay at the forefront of transformer-based architectures. + \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} \vspace{1em} -Pythian’s commitment to digital transformation and operational excellence mirrors my own drive to bridge the gap between complex model prototypes and production-ready AI systems. -Whether it is quantizing models for edge constraints or orchestrating global cloud infrastructure, I thrive on making AI both accessible and highly efficient. +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 DevOps experience will allow me to contribute immediately to Pythian’s AI initiatives. -I look forward to the opportunity to discuss how my background in high-performance ML engineering can support your clients’ data goals. +\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. \vspace{2em} \noindent Sincerely, \\ -% \vspace{1em} \noindent\name \end{document} diff --git a/resumes/build/mnisyif_resume.pdf b/resumes/build/mnisyif_resume.pdf index f56856d..318440b 100644 Binary files a/resumes/build/mnisyif_resume.pdf and b/resumes/build/mnisyif_resume.pdf differ diff --git a/resumes/mnisyif_resume.tex b/resumes/mnisyif_resume.tex index 39833e2..df50e41 100644 --- a/resumes/mnisyif_resume.tex +++ b/resumes/mnisyif_resume.tex @@ -135,7 +135,7 @@ %-----------SUMMARY---------- \section{\color{blue}SUMMARY} -Versatile Computer Engineer and Researcher specialized in Semantic Communications and Edge Computing. First author of two IEEE conference papers focused on optimizing edge-cloud communication through task-driven feature extraction, with expertise in developing high-efficiency AI pipelines for 5G/6G networks. Proven track record of reducing bandwidth demand by \textbf{30$\times$} while maintaining 96\% task accuracy in congested network environments +Versatile Computer Engineer and Researcher specialized in Semantic Communications and Edge Computing. First author of two IEEE conference papers focused on optimizing edge-cloud communication through task-driven feature extraction, with expertise in developing high-efficiency AI pipelines. Proven track record of reducing bandwidth demand by \textbf{30$\times$} while maintaining 96\% task accuracy in congested network environments \vspace{-7pt}