refactor(software): update resume for cloud jobs
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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 Nisyif}} & \faIcon{map-marker-alt} Ontario, Canada & \faIcon{link} \href{https://m.nisyif.com/}{m.nisyif.com} \\
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& \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{} & \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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%------------Summary-----------
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\section{\color{blue}Professional Summary}
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Results-driven Engineer with 2+ years of experience designing, automating and maintaining robust infrastructure and CI$\backslash$CD pipelines. Proven ability to deploy container-based workloads using Kubernetes and Docker, and to implement reliable automation with Terraform and Python/Bash scripting. Familiar with Ansible, Helm and OpenShift through personal projects. Billingual in Arabic (native) and English (fluent)
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%----------Highlights----------
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\section{\color{blue}DevOps \& Cloud Highlights}
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\resumeItemListStart
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\resumeItem {\textbf{\color{black}IaC \& Pipelines:} Terraform modules plus self-hosted GitLab→Jenkins CI for repeatable build→test→deploy across AWS and AKS sandbox \vspace{-5pt}}
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\resumeItem {\textbf{\color{black}Containerization:} Dockerised multi-service stacks; private Harbor registry; proof-of-concept AKS autoscaling tests \vspace{-5pt}}
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\resumeItem {\textbf{\color{black}Cloud Platforms:} AWS (production) · Azure (learning — AKS, Azure CLI, Terraform provider) \vspace{-5pt}}
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\resumeItem {\textbf{\color{black}Security:} HTTPS via Let’s Encrypt auto-renewal with Nginx reverse proxy; .env secret management; exploring container image-scan gates \vspace{-5pt}}
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\resumeItemListEnd
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\vspace{-8pt}
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%----------Experience----------
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\section{\color{blue}Professional Experience}
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\section{\color{blue}Relevant Work Experience}
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\resumeSubHeadingListStart
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\resumeSubheading
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{Software Engineer - Machine Learning}{Jan 2024 -- Dec 2024}
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{University of Guelph}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem {Designed and maintained Kubernetes clusters for edge-cloud deployment of SwinJSCC Transformer models, reducing end-to-end latency by 29\% and network bandwidth usage by 30\%}
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\resumeItem {Built automated CI$\backslash$CD pipelines in GitLab and Jenkins, integrating Docker containers and custom scripts for seamless model updates and rollbacks}
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\resumeItem {Developed Python/Bash scripts for system patching, security hardening and automated backup prcedures across linux environments}
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\resumeItem {Drove a \textbf{30$\times$ bandwidth reduction} and \textbf{29\% latency cut} by integrating Swin-Transformer semantic compression into an edge–cloud pipeline, while keeping image fidelity $\ge$88\%}
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\resumeItem {Authored an \textbf{adaptive network-aware module} that tunes compression in real time, ensuring lowest-possible latency under fluctuating link conditions}
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\resumeItem {Quantised the PyTorch model to ONNX and \textbf{deployed on Xilinx Kria SoCs with Vitis AI}, achieving DPU inference $\sim$3$\times$ faster than CPU baseline}
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\resumeItem {Containerized encoder, decoder, and a core-network simulator; spun up reproducible test-beds via \textbf{Gogs\,$\rightarrow$\,Jenkins CI} and Terraform for automated build $\rightarrow$ test $\rightarrow$ deploy cycles}
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% \resumeItem {Published findings at \textbf{IEEE CCECE 2024}; additional journal article in preparation.}
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\resumeItemListEnd
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\resumeSubheading
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{Software Developer - Robotics and Full-stack}{Oct 2022 -- Oct 2023}
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{Software Developer}{Oct 2022 -- Oct 2023}
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{University of Guelph - Robotics Institute}{Guelph, Ontario}
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\resumeItemListStart
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\resumeItem {Implemented ROS2-based server-client architecture and a utomated deployment pipelines using Docker and Terraform on AWS EC2}
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\resumeItem {Provisioned and configured IoT devices (ESP32) and linux servers with custom Bash scripts to ensure reproducible environments}
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\resumeItem {Orchestrated CI$\backslash$CD for React Native and Node.js application via Jenkins, enabling zero-downtime releases and reliable rollback strategies}
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\resumeItem {Packaged the complete ROS2, Node.js, and Vue stack into versioned \textbf{Docker images} for clean reproducibility across development and test rigs}
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\resumeItem {Provisioned AWS EC2 and S3 resources with \textbf{Terraform}; configured a self-hosted GitLab and \textbf{Jenkins pipeline} to build, test, and deploy the full-stack application with zero-downtime rollouts}
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\resumeItem {Implemented \textbf{Let's Encrypt auto-renewal} and Nginx reverse-proxy routing, adding HTTPS and CORS hardening without manual intervention}
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\resumeItem {Delivered a wheelchair-friendly smart-door system integrating ESP32, PIR sensors, and React Native control; field-tested reliability at 95 \% success over 3 months}
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\resumeItemListEnd
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\resumeSubheading
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{Information Technology Analyst}{Jul 2020 -- Dec 2020}
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{Kitchener Downtown Community Health Centre - SRHC}{Kitchener, Ontario}
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{Kitchener Downtown Community Health Center - SRHC}{Kitchener, Ontario}
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\resumeItemListStart
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\resumeItem {Adminstered Linux servers, Samba file shares and Fortigate firewall/VPN configurations, strengthening network security and remote access availability}
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\resumeItem {Automated backup and redundancy strategies with shell scritps, reducing recovery time objectives (RTO) by 40\%}
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\resumeItem {Led troubleshooting for system alerts and support tickets, achieving 95\% SLA compliance for incident resolution}
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\resumeItem {Designed a Samba-based file-share to replace e-mail transfers, boosting staff file-access speed by $\sim$40\%}
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\resumeItem {Configured and maintained \textbf{FortiGate firewall + VPN} for 60 remote users; drafted monitoring proof-of-concept in Prometheus before hand-off}
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\resumeItem {Optimized the 3CX PBX workflow, cutting patient on-hold times by 30 \%}
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\resumeItem {Led a hardware refresh (switches, servers, workstations) that met security targets while saving 45 \% against budget}
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\resumeItemListEnd
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\resumeSubHeadingListEnd
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%-----------SKILLS-----------
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\section{\color{blue}Technical Skills}
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\begin{tabular}{ @{} >{\bfseries}l @{\hspace{1.2ex}}l}
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\textbf{\color{black}Languages:} & C/C++, Python, Rust, Java, SQL, Bash, JavaScript, HTML, CSS, CMake \\
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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, Grafana, Prometheus, Postman, Flask, Swagger, Jira, CMake, HTTP, TCP \\
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\end{tabular}
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\section{\color{blue}Skills}
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\begin{tabular}{ @{} >{\bfseries}l @{\hspace{1.2ex}}l}
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\textbf{\color{black}Languages:} & C/C++, Python, Rust, Java, SQL, Bash, JavaScript, HTML, CSS, CMake \\
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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, Azure, Docker, Kubernetes, Terraform, Jenkins, PostgreSQL, MongoDB, SQLite \\
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\textbf{\color{black}Tools and Protocols:} & Git, GitHub, Postman, Flask, Swagger, Jira, HTTP, TCP \\
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\end{tabular}
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\vspace{-8pt}
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%-----------PROJECTS-----------
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\section{\color{blue}Projects}
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\resumeSubHeadingListStart
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\resumeSubItem{\textbf{\color{black}Full-stack application}}
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{Built microservices-based Java backend and React frontend; containerized with Docker and deployed via self-hosted Jenkins pipeline}
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{Built and Dockerized a full-stack portfolio using React and Java (microservices architecture), hosting it on a home server via a Jenkins CI/CD pipeline and Minio S3 bucket}
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\resumeSubItem{\textbf{\color{black}DevOps Homelab}}
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{Automated multi-node Kubernetes clusters with Terraform and deployed CI$\backslash$CD pipelines using GitLab and Jenkins}
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{Setup dockerized applications, virtual machines, and Kubernetes clusters sing Terraform scripts. Managed personal Jenkins CI/CD pipelines, and implemented Ceph for distributed storage}
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\resumeSubHeadingListEnd
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\vspace{-10pt}
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\resumeSubHeadingListEnd
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\vspace{-8pt}
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\section{\color{blue}Certifications}
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\resumeSubHeadingListStart
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\resumeSchoolItem{Certified Kubernetes Adminstrator (CKA) $|$ \color{blue} \emph{In progress}}{}
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\resumeSchoolItem{AWS Solutions Architect $|$ \color{blue} \emph{Nov 2024}}{}
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\resumeSubHeadingListEnd
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\vspace{-8pt}
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%-----------EDUCATION-----------
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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{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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\vspace{-8pt}
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\end{document}
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