Product Engineer for AI Companies

Turning AI Research into
Shipping Products.

I don't just write code. I engineer full-stack applications, turning complex problems into deployed products. The bridge between your research team and your users.

Discuss Your Product

Featured Work

Product Engineering Data Visualization

The ARC Prize Foundation

Worked with the team and Mike Knoop to engineer visualization and data interfaces for the $1M+ AGI benchmark.

The challenge was not just "displaying data," but defining how researchers interact with a new form of intelligence testing. I owned the end-to-end implementation of the visualization layer.

Product Impact:

  • • Visual Task Explorer: Engineered a complex SVG/Canvas based explorer allowing users to navigate hundreds of abstract reasoning puzzles.
  • • Evaluation Infrastructure: Built the "stadium" for model performance, creating high-density comparison matrices that organize results across dozens of models and the full evaluation dataset.
  • • Metadata Architecture: Designed the schema and frontend logic to organize disparate task metadata into a coherent browsing experience.

Client

ARC Prize Foundation

Founders

François Chollet & Mike Knoop

Outcome

Interactive Benchmark UI

End-to-End Engineering

01

Full-Stack Product Development

I take ownership of the entire vertical. From database schema design to the final UI polish. I translate high-level needs into functional MVPs and scale them into production-ready applications.

02

AI Interaction & UX

Product intuition for AI. I design the "middle layer" that makes models usable—handling streaming responses, latency states, and prompt engineering within the application logic.

03

Complex Data Visualization

Translating model outputs into human insight. Whether it's embeddings, task visualizers, or performance metrics, I build the tools researchers need to understand their data.

04

Internal Tools & Evaluation

Building the infrastructure for your research. I create custom annotation interfaces, leaderboards, and evaluation harnesses that allow your team to iterate faster.

Let's build together

I partner with AI labs and startups to clear the backlog and ship critical software. If you need an engineer who cares about the product as much as the code, let's talk.