01
AI in production
Hybrid RAG systems, streaming replies, operator tools, and cost optimization. Systems that run under real load, not demos.
Open for new engagements
Hire me.
One or two engagements at a time. The sections below cover the shapes the work typically takes and the problems best suited to this kind of collaboration.
Engagement models
Three ways to
work together.
01 / Contract
End-to-end build.
Fixed-scope engagement spanning 6 to 16 weeks. Architecture, implementation, and deployment owned in full. Suited for a new product or a de-risked rebuild.
02 / Sprint
A defined outcome.
Two to four weeks against a specific deliverable — a RAG pipeline tuned, a Chrome extension migrated to MV3, an infrastructure path rebuilt for zero-downtime. Fixed price.
03 / Advisory
Architecture and review.
Weekly or bi-weekly calls with async access in Slack or Linear. For product teams that want architectural direction and PR review without transferring the keyboard.
What I take on
Problems suited
to this approach.
02
Chrome extensions
Manifest V3 migrations, cross-context state, offscreen audio, and data-safe updates at scale.
03
Full-stack rebuilds
Type-safe end to end. React, Next.js, or Astro on the frontend; Node, Postgres, and pgvector on the backend; edge or container-ready.
04
Infrastructure
Zero-downtime deployments on single nodes or cloud, CI/CD pipelines that catch regressions early, and on-call runbooks.
Start a conversation
Ready to
ship?
Email or book a call. Response within 24 hours on weekdays.