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 an independent consultant helping companies operationalize LLMs at Parlance Labs. 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@parlance-labs.com if you’d like to chat!

📮 Blog Posts

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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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