📌 Key themes and curated posts

New here? These are some topics I write & speak about. Or navigate via tags or search.

Machine Learning Systems & Techniques

Exploring ML systems in industry and how they're implemented.


Machine Learning in Production

Thoughts and practices on putting ML into production.


Data Science Methodology

Thoughts on what an effective data science process should look like.


Writing

Especially in the context of a career in tech and data.


Learning & Career

Practices that worked well for me and general advice.


Interviews with Informal Mentors

Interviews with practitioners and dissecting their careers.

  • Chip Huyen: From self-taught English to Stanford CS to Nvidia and beyond.
  • Alexey Grigorev: From Java developer to lead data scientist at OLX Group.


Ideas

Random philosophical ideas and thoughts.