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Ankur Goyal is the Founder & CEO of Braintrust, a San Francisco-based AI evaluation and observability platform that helps engineering teams ship reliable AI products. Previously VP of Engineering at SingleStore (MemSQL) and founder of Impira (acquired by Figma in 2022), Goyal brings over a decade of distributed systems and ML infrastructure experience to the challenge of making AI applications production-ready. Braintrust has raised $121M in total funding, including an $80M Series B at an $800M valuation in February 2026, backed by ICONIQ Capital, Andreessen Horowitz, and a roster of elite angels including Greg Brockman and Elad Gil.

Hamel Husain is a machine learning engineer with 25+ years of experience who built part of the foundation beneath GitHub Copilot - his CodeSearchNet project was early LLM research later used by OpenAI for code understanding. Today he runs Parlance Labs, consults with AI teams across 35+ products, co-authored O'Reilly's 'Evals for AI Engineers', and teaches thousands of engineers how to move beyond vibes and actually measure their AI systems.

Shreya Shankar is a PhD candidate at UC Berkeley's EPIC Lab building AI-powered data systems that are reliable and cost-efficient. A Stanford-trained engineer who worked at Google Brain and Meta, she bridges academic research and industry practice through DocETL (an open-source LLM data processing system with 3.5K+ GitHub stars used by 30+ S&P 500 companies), an O'Reilly book on AI evals co-authored with Hamel Husain, and a Maven course that has reached 4,500+ professionals. She is on the CS faculty job market and gave a faculty candidate talk at Carnegie Mellon in March 2026.