👋 Hi, I'm Eugene Yan.
I work at the intersection of consumer data & tech to help customers via machine learning systems. I write about effective data science, learning, and career to help readers.
Just released: How To Be An Effective Data Scientist 🚀, a free email course.
Other resources:
- Papers, Articles, and Blogs on Applied Machine Learning
- Template for Python Project with Automation and Collaboration
- Workflow for Experimentation with
Jupyter,Papermill,MLflow
Latest
Patterns for Building Cybersecurity Evals
21 Jun 2026 · 19 min · [ eval learning cybersecurity ]
A sandboxed target, inputs that influence task difficulty, tools, and a grader.
Using LLMs to Secure Source Code
27 May 2026 · 1 min · [ llm cybersecurity ]
Build a threat model, discover vulnerabilities, verify, triage, and patch.
How to Work and Compound with AI
03 May 2026 · 13 min · [ ai productivity mechanism ]
Context as infra, taste as config, verification for autonomy, scale via delegation, closing the loop.