Other Writing
Short- and long-form pieces I've written elsewhere:
Books
- Large Language Models: An Illustrated Guide
Draft Progress:(last updated 2025-03)
- Practitioner's Guide to Real-time Machine Learning
Draft Progress:(last updated 2025-03)
Corporate Blog Posts
Nubank
- Making Real-time ML Models more robust in adversarial scenarios: Practical Tips and Monitoring Considerations (2025)
- Building and Maintaining Internal Tools for DS/ML teams: Lessons Learned (2024)
- De-risking Real-time ML Projects: Addressing Common Failure Modes (2023)
- Dealing with Train-serve Skew in Real-time ML Models: A Short Guide (2023)
- How we have been running a Data Science Journal Club at Nubank since 2019 (2023)
- Automatic Retraining for Machine Learning Models: Tips and Lessons Learned (2022)
- Best Practices for Real-time Machine Learning: Alerting (2022)
- Acing the Data Science Interview: 8 Practical Tips with Examples (2022)
- Data Scientist x Machine Learning Engineer Roles: How are they different? How are they alike? (2022)
- Machine Learning Model Monitoring – 9 Tips From the Trenches (2021)