Mar 2024 – Present · 2 yrs 2 mos · Remote

• Team: Openshift AI ( Model Serving Runtimes)
• Collaborated with developers to contribute and work on KServe and ModelMesh within OpenShift AI.
• Worked on multiple ML model frameworks and libraries, including PyTorch, TensorFlow, ONNX, TensorRT, etc.
• Gained experience with NVIDIA Triton Inference Server, VLLM, and TGIS runtimes, as well as other widely used machine learning frameworks and libraries.
• Verified NVIDIA and VLLM runtimes with various models in RHOAI.
• Automation Testing with Robot Framework: Implemented automation testing strategies using Robot Framework to ensure high product quality and streamline testing processes for model-serving runtimes with both REST and gRPC protocols.
• Automated release branches and workflows in the ODH repository using GitHub Actions.
• Active Open-Source Contribution: Actively contributed to open-source projects, fostering collaboration and innovation within the community.
• Skills in DevOps and MLOps Tools: Utilized Jenkins, GitHub Actions, and Shell scripting to optimize development and deployment workflows, enhancing expertise in DevOps methodologies.
• Worked on ODH, KServe upstream community, and OpenShift production clusters.

Aug 2023 – Feb 2024 · 6 mos · Remote

• Team: Openshift AI ( Distributed Workloads & Data Science Pipelines)
• Played a key role in automating tests in data science pipelines and distributed workloads within the OpenShift AI project, ensuring efficiency and reliability.
• Collaborated with developers and senior Software Quality Engineers (SQEs) to achieve comprehensive test coverage for every component in ODH and RHOAI.
• Contributed to the RHOAI project, including work on Project CodeFlare and OpenDataHub.
• Engaged in automation testing to ensure product quality and reliability.
• Actively contributed to the open-source nature of the projects.
• Gained hands-on experience in quality assurance methodologies and processes.
• Explored and gained expertise in Kubernetes, Operators, enterprise and production clusters, troubleshooting, deployments, etc.
• Automation Testing with Robot Framework: Implemented automation testing strategies using Robot Framework to maintain high product quality and streamline testing processes in data science pipelines components.
• Contributed to and worked on Kubeflow, Elyra Extension, and JupyterLab.
• Worked on the Kubernetes upstream community and OpenShift production clusters.
• Worked on Unit testing for Codeflare SDK using Golang

Dec 2022 – Jul 2023 · 7 mos · India · On-site

• Project : Social Media Intelligence
• Conducting quality assurance testing to ensure optimal website performance and functionality across multiple devices and browsersConducting data analysis and data cleansing to ensure data accuracy and completeness
• Extracting data from various sources through web scraping using tools such as Beautiful Soup
• Processing data using NumPy, Pandas, and other data manipulation libraries to prepare it for analysis
• Developing and executing unit tests using Pytest to ensure data quality
• Developing Flask web applications to provide data-driven solutions to business problems
• Collaborating with cross-functional teams to develop and implement innovative solutions using data
• Building data visualizations using tools such as Excel, Matplotlib, and Seaborn to effectively
• communicate insights

Jan 2022 – Jun 2022 · 5 mos · Chennai, Tamil Nadu, India

• Jointly curated by Microsoft and NASSCOM is a virtual internship program.
• Learnt Cloud Fundamentals, Azure Cloud Services and GitHub tools.
• Built a Portfolio website in Azure with custom DNS and Github Actions(CI/CD)
• Project link : https://raghulm.me/

Nov 2021 – May 2023 · 1 yr 6 mos · Chennai, Tamil Nadu, India · Hybrid

• Translating design mockups into interactive and dynamic web pages using HTML, CSS & Bootstrap
• Developing and implementing user-friendly and intuitive web interfaces using JavaScript and jQuery
• Collaborating with designers to ensure seamless integration of design elements into web pages
• Keeping up-to-date with the latest front-end web development trends, techniques, and technologies
• Troubleshooting and resolving front-end issues in a timely and efficient manner.
• Conducting quality assurance testing to ensure optimal website performance and functionality across multiple devices and browsers

Jun 2021 – Jul 2021 · 1 mo · India

• Working in Sales and Marketing Department with the planning and execution of all marketing
• activities.
• This position has a primary focus on inbound marketing and sales strategy .
• To sell their groceries,paintings and articrafts.
• Promoting their products in social medias like Linkedin, Instagram and Whatsapp.