AI Product Manager & Product Owner
I don't just manage AI products — I build them.
Multi-agent systems, memory architectures, evaluation loops, and HITL workflows — shipped in production without external funding. Technical depth that makes engineering conversations faster and product decisions sharper.
What I bring to the table.
Defined product vision and roadmap for a production-grade autonomous AI agent platform powering 3 verticals. Designed multi-layer architecture: Execution Layer (retry, rollback, audit), Memory Layer (MemGPT tiered persistent memory), and Trust & Safety Layer (HITL approvals, kill switch, constitutional AI). Shipped 14 research-backed AI techniques in production.
Fully autonomous B2B outreach agent in production. 4-agent workflow (Prospector → Scorer → Writer → Delivery): sources leads from 4 APIs, scores via Graph Neural Networks, generates hyper-personalized email + WhatsApp, auto-schedules Day-3/7 follow-ups. Implements OPRO, Reflexion, MemGPT, ReAct, and LLM-as-Judge.
AI-powered contract review system that parses legal agreements, extracts clauses, scores risk (1–10), and generates actionable compliance reports with signature-blocking capability. Chain-of-Thought reasoning with HITL approval workflows for high-stakes legal decisions.
Review analytics agent that clusters customer complaints semantically, identifies product improvement opportunities, benchmarks competitors, and auto-generates prioritized product roadmaps with continuous monitoring. Translates raw customer voice into ranked product backlog automatically.
Led 0-to-1 product development of a multi-vendor POD marketplace enabling independent artists to design, publish, and sell globally. Defined storefront UX, vendor onboarding, order fulfilment pipeline, and revenue-sharing model. Integrated AI-assisted artwork generation.
Translated supply chain bottlenecks into scalable data product features: demand forecasting and inventory optimization across 500+ SKUs. Reduced manual effort by 60%, reporting time by 40%, through automation pipelines and self-serve dashboards.
Open to remote AI Product Manager and Product Owner roles at seed–Series B AI companies.