I design, build, and operate machine learning systems that serve customers at scale. Currently, I'm an Applied Scientist at Amazon. Outside of work, I also...
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20 Jul 2021 Ā· Mailbag: How to Bootstrap Labels for Relevant Docs in Search
13 Jul 2021 Ā· SF Big Analytics - System Design for RecSys & Search
04 Jul 2021 Ā· Influencing without Authority for Data Scientists
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09 Aug 2020 Ā· Unpopular Opinion - Data Scientists Should be More End-to-End
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27 Feb 2020 Ā· My Journey from Psych Grad to Leading Data Science at Lazada
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28 Feb 2021 Ā· How to Write Better with The Why, What, How Framework
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ml-design-docs:
Template of design docs for machine learning systems
python-collab-template:
Template with tests, type checks, linting, etc.
papermill-mlflow:
Experimentation workflow for machine learning
omscs-faq:
Georgia Tech Online Master's of Science in Computer Science
teardowns:
Surveys & deep dives of data/machine learning systems