I build AI systems, products, and teams.

I lead applied AI work across product strategy, system architecture, hands-on engineering, and production deployment.

Current work

Current work across AI agents, on-device machine learning, Enterprise AI integrations, and local AI.

Agent Harness

Birbal

A TypeScript agent harness built from scratch, with model adapters, tool execution, configurable pipelines, evaluations, and tracing. It powers my enterprise AI research newsletter - Birbal Brief.

GitHub
Applied AI

Memorable

A production iOS app using on-device CLIP-based semantic search. I did the Core ML conversion, built the local inference pipeline, OCR, and time and location search modules.

App Store
Local AI

Sonar

A local AI desktop app that creates role-specific codebase briefings with source citations. It includes repository indexing, retrieval, memory graphs, and local LLM support.

GitHub Read the story

Selected experience

15+ years in engineering leadership across applied AI, cloud, IoT, distributed systems, blockchain, and customer-facing solution engineering.

Now

Proferent

Founder

I founded Proferent to help companies plan, build, and deploy enterprise AI systems. My work covers AI use-case discovery, workflow redesign, solution architecture, RAG, agents, evaluation planning, human-in-the-loop controls, and hands-on delivery.

Visit Proferent

Parity Technologies

Director of Solution Engineering

Built and led a 30+ person global solution engineering organization supporting 50+ 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 and ideas

I write about enterprise AI architecture, AI agents, LLM inference, and AI adoption.

All writing

Where this goes next

For AI teams Work with me Enterprise AI strategy, solution architecture, applied AI engineering, and production deployment. For hiring and networking Connect Engineering leadership, solution engineering, and advisory roles. For curious people Keep reading Essays and field notes on AI, engineering, and distributed systems.