At Cockroach Labs, I designed and architected production AI platforms spanning agent orchestration, RAG, evaluation, persistent memory, and human-in-the-loop workflows.
I built an event-driven multi-agent system for AI release notes and docs automation, reducing the docs team's turnaround from 2 weeks to 5 minutes. It processed approximately 5K release notes, with 50–60% merged without edits.
I also built an adaptive learning platform serving 1K+ daily active users, with LangGraph orchestration, mastery tracking across 1,500 skills, and auto-publishing to Skilljar LMS. At Dream11, I developed cloud management and dynamic scaling systems that reduced costs by 40% during IPL and cut scaling time from 12 minutes to 20 seconds.
Earlier, at Numerator, I built a data product for ad data extraction and analysis, improving classification accuracy by 30%. At TMF Group, I built a sales automation application using Microsoft D365 CRM and ASP.NET.
