I build production systems where data, ML, and product UX meet. Most of my recent work lives at the intersection of large-scale data pipelines, LLM-driven features, and the dashboards that make all of it usable.
- Relationship intelligence at scale — distributed scoring pipelines on BullMQ + Redis, processing communication history across millions of records
- LLM-powered product features — prompt pipelines, tool-calling agents, and the supporting evaluation harnesses
- CRM integrations — connectors for Dynamics, Salesforce, HubSpot, and InterAction, with a shared sync architecture
- Operational dashboards — React + Redux Toolkit + Tailwind front-ends for tenant monitoring, ERM scoring, and admin tooling
- Schema & data migrations — a Rails-style migration framework with resumable batching for multi-million-row backfills
Backend & infra
Frontend
ML, AI & tooling

