
Hamel Husain
I am a machine learning engineer with over 20 years of experience. I have worked with innovative companies such as Airbnb and GitHub, which included early LLM research used by OpenAI, for code understanding. I have also led and contributed to numerous popular open-source machine-learning tools. I am currently an independent consultant helping companies operationalize Large Language Models (LLMs) to accelerate their AI product journey.
Episodes


Fireside Chat with DSPy Creator w/ Omar Khattab

SolveIt: The Thinking Developer's Environment w/Jeremy Howard & Johno Whitaker

From Noob to Automated Evals In A Week (as a PM) w/Teresa Torres

Building custom eval tools with coding agents w/ Isaac Flath
AI-assisted development requires a structured, human-in-the-loop approach to achieve consistent, high-quality results. Isaac Flath emphasizes moving beyond "vibe coding" by implementing spec-driven development, where clear plans are defined in markdown files before execution. Central to this workflow is the use of "rul...

The Map Is Not The Territory – Multimodal Retrieval

Late Interaction Beats Single Vectors For RAG, introduction to PyLate

Optimizing RAG With Reasoning Models

Modern Information Retrieval Evaluation In The RAG Era

Build Your Own Eval Tools With Notebooks!

Build Your Own Eval Tools With Notebooks!

I don't use RAG, I just retrieve documents

Inspect - A LLM Eval Framework Used by Anthropic, DeepMind, Grok and More.

Stop Managing AI Projects Like Traditional Software

Optimizing AI Voice Agents

AI Eng vs. PMs: Who Should Drive Evals?

How Engineers and PMs should collaborate on Evals

Testimonial for AI Evals Course

Reasoning Models & LLM-as-a-Judge

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