Pratik Mandlecha
Applied Scientist 2 at Microsoft AI
Mountain View, California, United States
Summary
👤
Senior🎓
Top SchoolPratik Mandlecha is an applied scientist and AI engineer with 8 years of experience building production-grade ML and GenAI systems across Big Tech and FinTech. He specializes in agentic AI, retrieval-augmented workflows, and reliability-focused LLM evaluation, with recent work shipping components into the GS Marquee mobile app and internal Goldman platforms. A Carnegie Mellon MCDS graduate, he blends applied research and production engineering—previously improving Azure’s VM qualification pipeline and leading teams that raised faulty-build recall from 73% to 90%. Pratik’s practical focus is on end-to-end GenAI pipelines that combine RAG, multi-agent orchestration, evaluation, and self-correction to make models trustworthy in real-world decision workflows. Now based in Mountain View, he moves beyond demos to operationalize tool-using LLMs for trader-facing analytics and large-scale search experiences. He’s equally comfortable in cloud-scale telemetry analysis, patentable applied AI, and translating research prototypes into live, user-facing products.
8 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at IIIT HyderabadMCDS, Computational Data Science, MCDS, Computational Data Science at Carnegie Mellon University School of Computer ScienceMaster's Degree, Master's Degree at Carnegie Mellon University
Stackoverflow
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Github Skills (23)
javascript9
markdown9
npm-package9
nodejs7
npm7
sfml7
dsa-algorithm7
try-catch7
collaboration6
statistics6
java6
appwrite6
stackoverflow6
cpp5
error-handling5
Programming languages (7)
Github contributions (5)
PratikMandlecha/query-server
Aug 2017 - Oct 2018
Contributions:2 pushes, 1 branch in 1 year 2 months
querysearch-enginessearch-engineherokuappsearch
PratikMandlecha/Extreme-Tic-Tac-Toe-AI-
Aug 2018 - Oct 2018
Contributions:4 PRs, 4 pushes, 2 branches in 3 months
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