Work
Everything I have shipped, newest first, including what I shut down. The deeper ones link to a case study.
An operations brain for multi-unit operators. The current project builds it into an autonomous org for Kalamandir Jewellers, a ~₹5,850 crore jewellery house, starting on the vendor and procurement side.
An autonomous organization for a door, frame and hardware distributor. Humans write the Charter; agents hold seats and spend within limits.
Inbound carrier sales as a production voice deployment against a legacy TMS that speaks raw TCP. The agent is never told the rate ceiling.
A memory architecture for a companion that has to remember you between conversations. Threads, not facts, as the unit; a stable belief block the reply path never recomputes; validity windows for facts that stop being true.
An AI carrier sales rep that negotiates inside a ceiling it cannot see. The eval caught the model arguing itself into double-brokering; the tool layer stopped it.
First discovery conversation with an HVAC franchise to a live LTI 1.3 integration inside their production Moodle in under 90 days.
Voice and camera coaching agent for HVAC technicians. A deterministic gate that a too-agreeable model cannot open.
An IT agent that acts when policy allows, asks a human when it doesn't, and earns autonomy per exact action shape, then loses it on one bad run.
Internal task, KPI and daily-planning platform with four-pillar productivity scoring.
A chief of staff that sends the email and books the meeting instead of drafting, behind an approval gate on anything risky. Paid for by account executives for pre-call briefs.
Sandboxed Python and JavaScript execution, files and packages as 7 MCP tools. Merged into Klavis (YC X25).
Coding-education platform exposed as 13 MCP tools behind an AI gateway so agents can grade, hint and run interviews.
Conversational product research over reviews and specs.
AI styling marketplace, web and iOS, Stripe Connect payouts. Wound down June 2025. It taught me to pick a wedge and de-risk the hard part before building.
Real-time object detection for autonomous UAVs on Jetson edge devices, plus ROS2 navigation and obstacle avoidance, with an 8-person team.