A little background

I like understanding
the whole system.

The product, the people who use it, and the work that makes it real.

DirectorLending & Risk Products at FranData
$1M+ annuallyEnterprise lending sales managed
Since 2022Hands-on AI work

From product strategy to the code.

I’m the Director of Lending & Risk Products at FranData, where I manage the lender vertical and lead product strategy for banking clients focused on the franchise industry. I manage over $1M in annual sales to enterprise lending institutions and own the end-to-end lifecycle of the lending and risk product suite.

I also manage technology development across the organization. That work spans AI-powered data pipelines, PDF extraction, database tooling, franchise intelligence platforms, and internal automation.

A place for open questions.

I’ve worked hands-on with AI since December 2022. My independent projects explore game AI, language-model agents, and evaluation: what happens when an agent has to act, adapt, and make progress in an environment that doesn’t hand it an answer?

ChronoBench and LM Battle Arena make those experiments visible. They’re places to inspect the evidence, question the results, and follow the next iteration.

Tools & practice

Across the stack.

Product & leadership

Lending and risk products · Enterprise clients · Product strategy · Delivery

AI & data systems

Agentic systems · LLM tool calling · Document intelligence · Data validation

Engineering

Python · TypeScript · SQL · C# · APIs · Database tooling

Infrastructure & delivery

AWS · CDK · Docker · GitHub Actions · Astro · Tailwind

Continue the conversation

Let’s compare notes.

Products, data, AI, or a good unsolved problem.

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