I build ML, RecSys, and LLM systems that serve customers at scale, and write about what I learn along the way. Join 7,500+ subscribers!
I design, build, and operate machine learning systems that serve customers at scale. Currently, I'm a Senior Applied Scientist at Amazon. Outside of work, I also...
12 May 2024
· What We've Learned From A Year of Building with LLMs30 Jul 2023
· Patterns for Building LLM-based Systems & Products11 Jun 2023
· Obsidian-Copilot: An Assistant for Writing & Reflecting21 May 2023
· Some Intuition on Attention and the Transformer14 Aug 2022
· Simplicity is An Advantage but Sadly Complexity Sells Better31 Jul 2022
· Uncommon Uses of Python in Commonly Used Libraries12 Jun 2022
· Design Patterns in Machine Learning Code and Systems19 Sep 2021
· The First Rule of Machine Learning: Start without Machine Learning27 Jun 2021
· System Design for Recommendations and Search28 Feb 2021
· How to Write Better with The Why, What, How Framework
09 Oct 2023
· AI Engineer Summit 2023 Keynote - Building Blocks for LLM Systems23 Sep 2022
· RecSys 2022 Keynote - Is the Juice Worth the Squeeze?15 Sep 2021
· MLOps Community - System Design for RecSys & Search17 Jan 2021
· DataTalksClub - The Importance Of Writing In A Tech Career03 Oct 2019
· OLX Prod Tech 2019 Keynote - Asia's Tech Giants & SuperApps
04 Sep 2022
· Writing Robust Tests for Data & Machine Learning Pipelines02 May 2021
· The Metagame of Applying Machine Learning28 Feb 2021
· How to Write Better with The Why, What, How Framework02 Aug 2020
· What I Did Not Learn About Writing In School09 Jul 2020
· The 85% Rule: When Giving It Your 100% Gets You Less than 85%
185 posts, 27 talks, 14 prototypes, 358,904 words, and countless hours.