Selected work
Each engagement pairs clear success metrics with strong product craft—so the launch story stays as strong as the tech.
Grounded answers with traceable context
RAG application that turns scattered knowledge into reliable answers: ingests docs, chunks and embeds to a vector store, performs hybrid retrieval with reranking, and assembles responses with grounded citations. Includes feedback + evaluation loop, role-based access, and observability for latency, cost, and quality.
Deduplicated alerts for faster responses
Automates Gmail inbox triage on Cloudflare Workers: OAuth2 fetches unread mail, filters by CC/active users, optionally runs Gemini sentiment, persists results in D1 (users + mail_results), and sends deduplicated stakeholder alerts. Multi-worker deploy scripts (.dev.vars.*) cover dev/prod; mark-as-read and Gemini scoring are ready to re-enable next.
Delivery
We operate as a single squad with your team—shipping in short cycles, keeping stakeholders in the loop, and hardening for scale before launch.
We start with use-case canvases, risks, and a success scorecard before committing engineers.
Secure-by-default repos, CI, and observability so shipping fast never compromises safety.
Runbooks, telemetry, and feedback loops keep products healthy after the first release.
