Sushant Divate is a Principal Software Engineer based in Redmond with 7 years of professional experience building cloud-native and MLOps solutions at Microsoft after a decade-long engineering career that began at Harbinger Systems. He specializes in automating ML pipelines and deployment on Azure ML and Azure DevOps, contributing practical tooling like scoring-image scripts and pipeline step configurations to Microsoft’s MLOpsPython repository. Known for bridging infrastructure automation with model lifecycle concerns, he brings both hands-on engineering and delivery leadership to production ML workflows. His background in MCA and early full-stack engineering roles gives him strong foundations across systems, orchestration, and CI/CD that help teams reliably move models from experiment to production.
7 years of coding experience
13 years of employment as a software developer
Master of Computer Applications (MCA), Information Technology, Master of Computer Applications (MCA), Information Technology at Savitribai Phule Pune University
Bachelor of Information Technology, Information Technology, Bachelor of Information Technology, Information Technology at University of Mumbai
Contributions:30 commits, 27 PRs, 154 pushes in 8 months
Contributions summary:Sushant's commits primarily focus on building and modifying MLOps pipelines within Azure ML. Contributions include defining and configuring pipeline steps for model training, evaluation, and registration. The user also created a script for creating scoring images for deployment and made adjustments to existing components, such as environment management and deployment configurations, showcasing experience with infrastructure automation within the context of MLOps.
This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.
Contributions:4 reviews, 22 PRs, 67 pushes in 2 months
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Sushant Divate - Principal Software Engineer at Microsoft