Reading

Books, papers, and articles that have shaped my thinking about machine learning, software engineering, and building products.

Currently Reading

  • Designing Data-Intensive Applications by Martin Kleppmann

Machine Learning & AI

  • Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
  • The Hundred-Page Machine Learning Book by Andriy Burkov

Software Engineering

  • A Philosophy of Software Design by John Ousterhout
  • Clean Architecture by Robert C. Martin

Product & Business

  • The Lean Startup by Eric Ries
  • Zero to One by Peter Thiel

Papers & Articles

  • Attention Is All You Need Vaswani et al., 2017
  • BERT: Pre-training of Deep Bidirectional Transformers Devlin et al., 2018