product and delivery across software, data, and ai.

nearly 20 years building product organizations, data platforms, and ai systems.

sweatworks: <$100k to $20m as cooharvard business analytics programfounder of ataraxy (acquired by white pearl technology group)

What I work on

Product Systems

  • product operating models
  • roadmap and product strategy
  • product–engineering alignment
  • delivery at scale

Data and AI Platforms

  • data platform architecture
  • AI productization
  • explainable AI systems
  • enterprise data strategy

Complex Digital Products

  • AI-enabled applications
  • software and hardware systems
  • large-scale platform migrations
  • product transformation initiatives

About

I am a product and technology operator working at the intersection of product development, data platforms, and artificial intelligence.

My work focuses on building systems that move from concept to production in complex environments where engineering, product strategy, and operations must align.

I have led product and delivery organizations, built AI-driven systems, and helped companies scale digital platforms across both software and hardware products.

My background includes scaling SweatWorks to $20M revenue, leading AI initiatives at Verusen, and founding Ataraxy, a digital product agency later acquired by White Pearl Technology Group.

I write and speak about product organizations, AI transformation, and the philosophy of technology.

press mentions

Writing

I write about product development, artificial intelligence, and the philosophy of technology. My work explores how ideas shape the systems we build.

all writing

Speaking and Advisory

I advise companies and speak about product development, artificial intelligence, and technology strategy.

Topics include:

  • AI in product development
  • product operating models
  • building scalable digital platforms
  • the philosophy of technology

Contact

If you are working on:

  • building AI-enabled products
  • scaling a product organization
  • modernizing a data platform
  • or turning complex technical ideas into shipping systems

feel free to reach out.