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I design, build, and operate machine learning systems that serve customers at scale. Currently, I'm a Senior Applied Scientist at Amazon helping users read more, and get more out of reading. Outside of work, I also...

• Write, speak, and prototype on ideas in machine learning, RecSys, and LLMs.
• Curate papers, guides, and interviews on applying machine learning effectively.
• Host monthly ML meetups and a weekly LLM reading group with practitioners.
• Send a newsletter about data, ML, and what I'm learning to 6,300+ subscribers.
• In 2024 I'm learning: Synthetic data, application evals, and scaling ML teams.
• Fun fact: I don't use the QWERTY keyboard (I use Dvorak instead).

• Building an AI Coach to Help Tame My Monkey Mind - Sun, 07 Apr 2024
• LLM Task-Specific Evals that Do & Don't Work - Sun, 31 Mar 2024
• Don't Mock Machine Learning Models In Unit Tests - Sun, 25 Feb 2024
• How to Generate and Use Synthetic Data for Finetuning - Sun, 11 Feb 2024
• Language Modeling Reading List (to Start Your Paper Club) - Sun, 07 Jan 2024

View the archives (182 posts) @ eugeneyan.com.