Shrey Pandey
Open to ML / Agent Engineering roles
Bangalore, India
Hello! I’m a Machine Learning Engineer focused on production multi-agent systems, including the orchestration, evaluation, and reliability work that makes LLM agents shippable.
Most recently, I was a Machine Learning Engineer at Coinbase, building a production multi-agent system for compliance investigations using specialized LLM agents, MCP servers, and policy documents. Before that, I was a Research Fellow at Microsoft Research, where I worked on PwR, JugalBandi (featured in Satya Nadella’s keynote talks), an LLM-based Azure SDK migration framework, and dialog systems for government services. Earlier, I led ML infrastructure and ranking work at Myntra, where our SIMD-accelerated recommendations paper picked up Best Industry Paper Runner-Up at ICPE 2024.
I’m currently most interested in agent orchestration patterns, evaluation frameworks for non-deterministic systems, and the gap between agent demos and agent products. Outside work, I’m into history, geography, and the occasional culinary experiment.
If you’re hiring, collaborating, or just want to compare notes on agents, reach out on LinkedIn or at shreypandey1509@gmail.com.
News
| Jun 02, 2025 | Started a new role as Machine Learning Engineer at Coinbase, working on production multi-agent systems for compliance investigations. |
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| May 10, 2024 | Our paper “Rethinking ‘Complement’ Recommendations at Scale with SIMD” received the Best Industry Paper, Runner-Up award at ICPE 2024. |
| Feb 21, 2024 | JugalBandi featured in Satya Nadella’s keynote talks during his India visit. |
| Jan 08, 2024 | Started a new role as Research Fellow at Microsoft Research. Working on Conversational AI and AI Assisted Programming. Know more. |
| Dec 29, 2023 | Our Paper Rethinking ‘Complement’ Recommendations at Scale with SIMD with Saikat K Das, Hrishikesh Ganu and Satyajeet Singh got accepted at ICPE’ 24. |
| Jul 11, 2023 | Awarded best long paper award for “Rethinking ‘Complement’ Recommendations at Scale with SIMD” at Flipkart Data Science Conference, Convergence’ 23. |
| May 22, 2023 | Awarded annual award for CY’22 in Myntra, for the contribution towards scalability and cost optimisations on recommendation systems and search re-ranking. |
| Apr 12, 2023 | Promoted to Senior Data Science Engineer at Myntra. |
| Dec 11, 2022 | Presented the work on “Large Scale Recommender Systems in Fashion E-commerce” at BAICONF 2022 hosted by Data Centre and Analytics Lab at IIM Bangalore. |
| Oct 15, 2022 | Presented the paper on “Efficient Vector Store System for Python using Shared Memory” at AIMLSys 22. |
| Aug 27, 2021 | Presented the paper on “CLOTON: A GAN based approach for Clothing Try-On” at SPIN 21. |
| Jun 28, 2021 | Started my first job as Data Science Engineer at Myntra. |