Developed AgentKit - a Typescript framework for building real-time durable agents that can pause/resume reliably via checkpointing, deterministic routing, persisted state and MCP tooling - designed for long-running background agents.
Integrated long-term memory, a database-agnostic history adapter to resume agent runs reliably across executions and human-in-the-loop workflow - allowing agents to pause for user input/approval and continue execution inside durable functions.
Shipped a React SDK for durable, real-time streaming and thread management - enabling rapid development of production-grade agent UIs.
Led 3 teams (18 engineers) building a multi-tenant interoperability platform integrating EHRs (Epic, Cerner, AllScripts), referral networks, HIE data and payers.
Built a self-service ingestion and analytics platform enabling healthcare entities to onboard data via REST, streaming endpoints and CSV with multi-tenant governance and data access controls.
Architected React-based embeddable micro-frontends and EHR integrations with data visualization for population health reporting and care coordination use cases.
Grew an audience of 15k followers on X - sharing insights from hundreds of research papers on the practical application of AI workflows, agentic systems, long-term memory, information retrieval and knowledge graphs.
Shipped BrowserTools (7k Github stars) - an open-source Typescript MCP server and Chrome extension that streams browser telemetry into AI coding agents for automated debugging/validation. Became the most widely adopted MCP server by Cursor users throughout Q1/Q2 of 2025 and featured by A16z.
Designed and implemented an in-house, Vercel-like serverless deployment platform for NextJS on AWS (S3, Cloudfront, WAF, Lambda/API Gateway) - automated via Jenkins pipelines and Groovy-based CI/CD adopted by 300+ engineers to enable rapid and secure iteration of consumer healthcare web apps.
Launched member-facing NextJS applications, including benefits explorer, provider directory and scheduling tools used by 1M+ users (members, prospects, employees) - improving access to coverage and care information.
Developed landing pages and analytics dashboards using React/Redux & NodeJS/Express deployed on AWS EC2 and S3/Cloudfront. Improved conversions by automating email campaign flows and surfacing KPIs (traffic, revenue, funnel metrics) into both customer facing and internal dashboards.
Built and maintained a client-facing marketing analytics and content management platform using React, Redux, Firebase and Python. Improved client-relations by visualizing global KPIs for published content, press coverage, influencer marketing and advertising campaigns based on region.
Implemented a serverless ETL-style API on AWS Lambda and API Gateway (Python/Flask, Serverless Framework) to aggregate and normalize data from Google Analytics and SimilarWeb.
Produced technical blog posts, articles, training seminars and case studies on blockchain topics including initial coin offerings, security tokens, utility tokens and decentralized applications.
Built a PLM system and file sharing application (React, Node/Express, MongoDB) for bi-directional data sync between AWS and China-based cloud providers (60% cost reduction and 18x faster downloads).
Vibe coding produces technical debt at scale and decouples developers from understanding how their systems actually work. Learn how to structure a monorepo with hexagonal architecture, documentation layers, comprehensive testing, and custom tooling to make AI coding agents genuinely effective.
LLM evaluations are not the end-all-be-all of AI quality assurance. Here's how I built Agent QA - a deterministic agent testing framework that makes AI self-testing possible.
A contrarian take on why reaching for your mouse might actually make you a better programmer. Vim enthusiasts, look away.
A deep dive into ModernBERT—the next evolution of encoder-only transformers, designed for longer contexts, better efficiency, and state-of-the-art performance in retrieval and classification.
Always interested in new opportunities, collaborations, and conversations about technology and design.