I'm David Larsen — I've spent more than two decades building data-intensive products and the teams that sustain them.

My roles have ranged from full-stack and data engineer to architect and data scientist, across startups, enterprise, and most recently a company working to reinvent how patents are leveraged. What's stayed constant across those transitions isn't any particular tool or domain — it's an interest in the decisions that compound: which problems are worth pursuing, how to structure a team to move well, and how to keep feedback honest when the pressure is on.

The current moment is interesting precisely because AI has made generating answers cheap. That changes the nature of the constraint — the real work now is in selecting, shaping, and committing to the right ones. The judgment gap between what's technically possible and what's actually worth doing hasn't closed. If anything, it's widened.

I work from home, grateful not to commute away from my wife and our five homeschooled kids.

Other interests

A few things I care about outside of work:

• Drawing portraits with pencil and charcoal
• Developing life skills with my kids
• Becoming a better spender with my teens
• Bringing beautiful virtues into the home