"If you're doing what everyone else is doing, you're doing it wrong."

Making AI useful in the real world at Multiverse Computing.

The best way to understand something is to build it.

• Contributed to BigCode Evaluation Harness bigcode-project/bigcode-evaluation-harness#317 (PR still open — repo seems inactive)

• Experimented with libraries to simplify deep learning model training (deeplib)
• Built and explored AI agent systems and architectures
• Various side projects focused on practical AI applications and deployment

I’m drawn to books about systems, incentives, and how things actually work beneath the surface.

• Going Infinite — Michael Lewis The SBF story. A cautionary tale about what happens when brilliance meets unchecked ambition.

• Zero to One — Peter Thiel Contrarian thinking about startups. The best ideas often sound wrong at first.

• Flash Boys — Michael Lewis High-frequency trading exposed. Made me rethink how markets actually work.

• Linked — Albert-László Barabási Network science explained beautifully. Changed how I see connections everywhere.

• Build — Tony Fadell Practical wisdom about making things people want.

• Innumeracy — John Allen Paulos Why mathematical illiteracy matters. A short book that sticks with you.

• The Technological Republic — Alex Karp A perspective on AI, power, and the future of governments.