February 25, 2026
Machine Learning on Big Data Workshop
Materials for the Machine Learning on Big Data workshop for Lumos Student DS Consulting
Blog
Thoughts on AI, engineering, and building things.
January 27, 2026
Architecting Reliable AI Agents for Production
What happens when your AI agent hallucinates a legal citation or a refund policy? Concrete ways to architect for reliability when deploying autonomous agents.
January 20, 2026
Are Knowledge Graphs in RAG better than regular vector RAG?
A simplified answer to when knowledge graphs add value to RAG systems versus when they just add unnecessary complexity.
January 17, 2026
Buy vs Build: The Real Cost of DIY Data Platforms
You might be asking 'can we build it?' but the real question is 'should we?' A cost breakdown of building vs subscribing to managed platforms.
January 5, 2026
Curriculum Learning for RL Agents is Making a Comeback
Old ML techniques are finding new life with modern tooling. Curriculum learning - gradually increasing task difficulty - is proving valuable for training RL agents.
January 3, 2026
The 90-Day AI Playbook: From Chaos to ROI
A structured approach to move your organization from unfocused AI initiatives to measurable business impact within 90 days.
January 10, 2024
Balun Energy Secures Investment
Excited for the year ahead with my team Giovanni Superti-Furga and Josef Schenk!
July 18, 2022
Experimenting with DALL-E 2
My first experiments with DALL-E 2 - generating robot birds, renaissance cat paintings, and pizza sunsets.
January 10, 2020
Hacking my Android Watch to work with my iPhone
How I sideloaded custom watch faces onto a Moto 360 paired with an iPhone by building a custom USB cable and using ADB.