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Hamel Husain · Technology

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

Building Eval Tools with FastHTML

AI Evals For Engineers: Course Preview (Chapters 1-3 of 8)

AI Evals For Engineers: Course Preview (Chapters 1-3 of 8)

The Evals That Made GitHub Copilot

LLM Evals: Common Mistakes

Optimizing the R in RAG: Hybrid Search Is Just The Beginning

Bryan's Offer (+ bonus scene)

Stop Managing AI Projects Like Traditional Software

Error Analysis: The Highest ROI Technique In AI Engineering

Intro To Error Analysis: Creating Custom Data Annotation Apps (4k version)

LLM Eval Office Hours #4: Taming Complexity by Scoping LLM Evals

LLM Eval Office Hours #3: The Importance Of Starting With Error Analysis

LLM Eval Office Hours #2: LLM Observability

LLM Eval Office Hours #1: Multi-Turn Chat Evals

Why Engineers Should Consider AI Consulting (And How to Start)

Build Applications For LLMs in Python

Axolotl Office Hours

LangChain/LangSmith Office Hours

FSDP, DeepSpeed and Accelerate

Fine-Tuning with Axolotl

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