Product proofCurrent builds turn the profile into operating evidence.
- Building consumer AI products and open-source agent infrastructure across LLMs, voice agents, RAG, prompt engineering, evaluation, deployment, and product operations.
- Scrollbook is live with a paid tier and turns serious books into visual, listenable, queryable chapters.
- Each product forces real decisions about users, trust, workflow, economics, and what AI should actually own.


