A look at the work. Healthtech pipelines routing real prescriptions, fintech infrastructure moving real money, ecommerce platforms serving real traffic — the systems, the stakes, and the numbers are real.
Designed and built the orchestration layer coordinating several specialized LLM agents across a live prescription-fulfillment pipeline — each agent scoped to one step, with guardrails and human escalation where judgment calls matter, and every decision logged for audit.
Moved a healthtech platform off overnight batch reports and onto event-driven CDC streaming from PostgreSQL, cutting reporting latency from hours to seconds and reducing data-related incidents.
Built a retrieval-augmented chatbot wired directly into live banking-partner feeds, so its answers reflect real, current products rather than static content — spanning partners across thousands of cities.
Engineered the payment core handling multi-bank transaction processing — idempotency keys, automatic reconciliation, and encryption at rest — so retried or duplicated requests never double-charge a user.
Built the microservice layer syncing live prices into a gamified browsing experience, with automated checks that kept pricing errors from ever reaching a customer.
Redesigned the cart API around a strategy-pattern promotions layer — four clean architecture layers deep — so the team can add new promotion types as pure configuration, not new endpoints.
Built an SDK and query layer that traces every LLM call, tool invocation, and retry across an agentic product, storing them for fast analytical queries and natural-language search over past runs.
Built a pipeline that parses a raw creative brief, generates persona-targeted campaign variants, and ranks candidate publishers across five dimensions before a human signs off.