From model APIs to a complete product.
A SwiftUI app, Python services, and cloud infrastructure working together as one sports analytics experience.
Read case studyFull-stack ownership
App, services, subscriptions, and observability.
I build AI products people put to work.
Hands-on engineering, product judgment, and close collaboration with the people who use the product.
I work across AI agents, APIs, and cloud systems, from defining the problem through launch and iteration.
Product + engineering
From discovery to deployment
Partners + teams
Engineers, executives, and users
Launch + learning
Adoption, reliability, and growth
Selected work
A few products I have built, led, and operated.
Building the product and the team.
AI agents, integrated workflows, and a growing team across product, design, engineering, and marketing.
Read case studySeveral thousand
paying subscribers in under two months.
An AI venture, built through acquisition.
Product execution and full-stack engineering for an AI content-marketing platform.
Read case study1,000+ signups
Successful acquisition.
- Python
- OpenAI API
- MCP
- GCP
- Firebase
- SwiftUI
- GitHub Actions
How I work
I like being close to the code and close to the people.
- 01
Start with the workflow
Understand who needs the product, what they do today, and what a better outcome looks like.
- 02
Make the idea concrete
Connect the interface, data, model, and tools in a small working implementation.
- 03
Follow the failures
Use logs, product behavior, and customer feedback to locate the next fix.
- 04
Stay with the product
Launch, measure adoption and retention, and keep improving the experience.
Experience
System1
Lead Product Manager, AI Agents & Emerging Products
Inova Platforms
AI Product Engineer & Enterprise Transformation Consultant
Earlier work
LightTwist, YMU, SYB Creative, WME