Work

I build AI systems, products, and teams.

Most of it sits somewhere between hands-on engineering, technical strategy, and building teams.

Current work

A few projects I'm building now: an agent harness, on-device photo search, and a local codebase briefing tool.

Agent Harness

Birbal

An agent harness with model adapters, tool execution, configurable pipelines, evaluations, and tracing. It also powers Birbal Brief, my AI research newsletter.

GitHub
Applied AI

Memorable

An iOS app for on-device semantic photo search. I built the Core ML conversion, local inference, OCR, and time and location search.

App Store
Local AI

Sonar

A local desktop app that creates role-specific codebase briefings with source citations. It indexes repositories, builds a memory graph, and works with local LLMs.

GitHub Read the story

Selected experience

A few roles across startups, enterprise software, and open-source infrastructure.

Now

Proferent

Founder

At Proferent, I work with companies on the practical side of AI adoption: choosing useful problems, redesigning workflows, and getting systems into production.

Visit Proferent

Parity Technologies

Director of Solution Engineering

Built and led a 30+ person global solution engineering organization supporting 50+ blockchain startups through product architecture, technical delivery, and production launch.

Microsoft

Cloud & IoT Engineer

Built hyper-scale enterprise IoT systems processing 1M+ messages per second and advised customers on cloud migration, application modernization, and solution architecture.

Writing

Recent writing on AI adoption, AI systems, and engineering.

All writing

Elsewhere

Advisory Proferent More about my independent work on AI adoption and systems. Connect LinkedIn My work history and a way to get in touch. Writing Blog Posts on AI, engineering, and distributed systems.