Hamel’s Blog

Hello, I’m Hamel Husain. I’m a machine learning engineer who loves building machine learning infrastructure and tools 👷🏼‍♂️. I lead or contribute to many popular open-source machine learning projects. Furthermore, I have extensive experience (20+ years) as a machine learning engineer across various industries, including large tech companies like Airbnb and GitHub.

I’m currently exploring entrepreneurship at the intersection of dev tools, ML platforms and large language models. At GitHub, I lead CodeSearchNet, a large language model for semantic search that was a precursor to CoPilot, a large language model used by millions of developers.

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Do you need help operationalizing ML or large language models?

I’m open to consulting work and other forms of advisory. Email me at hamel.husain@gmail.com if you’d like to chat!

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Date	Title
5/30/23	On commercializing nbdev
1/16/23	Why Should ML Engineers Learn Kubernetes?
7/28/22	nbdev + Quarto: A new secret weapon for productivity
2/9/22	Notebooks in production with Metaflow
12/18/20	ghapi, a new third-party Python client for the GitHub API
11/20/20	Nbdev: A literate programming environment that democratizes software engineering best practices
9/1/20	fastcore: An Underrated Python Library
9/1/20	Data Science Meets Devops: MLOps with Jupyter, Git, & Kubernetes
3/6/20	GitHub Actions: Providing Data Scientists With New Superpowers.
2/21/20	Introducing fastpages, An easy to use blogging platform with extra features for Jupyter Notebooks.
2/5/20	Python Concurrency: The Tricky Bits
9/20/19	CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
4/10/19	How to Automate Tasks on GitHub With Machine Learning for Fun and Profit
5/29/18	How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning
1/18/18	How To Create Magical Data Products Using Sequence-to-Sequence Models
12/16/17	How Docker Can Help You Become A More Effective Data Scientist
5/10/17	Automated Machine Learning — A Paradigm Shift That Accelerates Data Scientist Productivity @ Airbnb

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