From 278b8950cabbd6521ab10573a9e99f7e1ce7d6a0 Mon Sep 17 00:00:00 2001 From: Murtadha Date: Mon, 13 Apr 2026 08:38:02 +0300 Subject: [PATCH] job: apply some changes to apply to Pythian --- coverletters/cl.tex | 29 +++++++++++++++++++---------- resumes/build/mnisyif_resume.pdf | Bin 149831 -> 149478 bytes resumes/mnisyif_resume.tex | 8 ++++---- 3 files changed, 23 insertions(+), 14 deletions(-) diff --git a/coverletters/cl.tex b/coverletters/cl.tex index 3886b18..54f2409 100644 --- a/coverletters/cl.tex +++ b/coverletters/cl.tex @@ -6,10 +6,10 @@ % Define variables %% Job related -\newcommand{\companyName}{DataAnnotation} +\newcommand{\companyName}{Pythian} \newcommand{\hiringManager}{Hiring Team} -\newcommand{\companyAddress}{Kitchener, ON} -\newcommand{\position}{Cloud Engineer - AI Trainer} +\newcommand{\companyAddress}{Remote, Canada} +\newcommand{\position}{AI/ML Engineer} %% Personal \newcommand{\name}{Murtadha Nisyif} @@ -40,25 +40,34 @@ %============================= % OPENING SECTION %============================= -I am writing to express my interest in the \position{} role at \companyName. -I am a recent graduate in Computer Engineering with a background in backend development, cloud deployment, and machine learning systems. -I have built and deployed full-stack applications and production-level services using Python, Docker, Flask, and CI/CD pipelines, and have experience working in both academic and team-based engineering environments. -I’m eager to contribute my skills and energy to a team committed to technical excellence and innovation. +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. %============================= % MAIN BODY SECTION %============================= \vspace{1em} -\noindent My technical experience includes training ML models, deploying microservices, and integrating code into automated testing workflows. I’ve developed a heart disease prediction app using Flask and scikit-learn, engineered full-stack projects with React and Java, and maintained a Docker-based homelab environment running CI/CD and container orchestration. Other projects include memory allocation simulators in C, car classification using CNNs, reinforcement-based dynamic noise cancellation, and an accessibility-focused Braille converter powered by Raspberry Pi. +\noindent My technical background aligns directly with Pythian’s focus on robust, scalable AI systems: + +\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. +\end{itemize} \vspace{1em} -In addition to my programming work, I bring strong written communication skills and attention to detail. Whether writing technical documentation, explaining model decisions, or debugging tricky outputs, I enjoy breaking down complex problems and analyzing code quality. I am confident in evaluating code for correctness, performance, and clarity. I look forward to helping shape models that do the same. +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. %============================= % CLOSING SECTION %============================= \vspace{1em} -\noindent I am confident that my hands-on experience, collaborative mindset, and drive for technical excellence make me a strong fit for the \position{} role at \companyName. I am available for an interview at your convenience and would appreciate the opportunity to further discuss how I can contribute to your team. Please feel free to reach out to me at \email{} or by phone at \phone. Thank you for your time and consideration. +\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. +Thank you for your time and consideration. \vspace{2em} \noindent Sincerely, \\ diff --git a/resumes/build/mnisyif_resume.pdf b/resumes/build/mnisyif_resume.pdf index 24acaba9450161360eba6ed721cdf1b40fdbc7b9..f56856df72bf768ad4e3c5f7dcc7db1cb8e3f134 100644 GIT binary patch delta 31265 zcmV)6K*+zxk_qOI36LZNF*z_Gm!UoZCx5+LS$o^Kl6}vw&`W0MFBUDXqNZO)k!44Y z7qz6^NE;Qfir<0+2C5i z$Q?$0=)L%Z?w_paGb`gGcVg{nMt}LS`tnUCT1vuM{@rf{Prmi5J9eHIpsgfm$3Gyr z@afoIFn)IIgk|?);&jV0G5$%Co#2MO=2Nc!{HJ!T+>1|DxAH@cuQV|H9G2m8PGdyR zjzR|j7}~xYDgds(TwP58$`k9KoiV#(%{TA<{m#LAH?pI_*bVJy+~QXehQTW+Y+1Q|!qy_3E0YMB$Ld=0l)x 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