job: update coverletter for OCAS software developer

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}

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}