I take fixed-scope consulting engagements across product, engineering, data, and customer delivery.
Remote-first; limited travel by arrangement. Fixed-scope work is preferred. Advisory and workshops are available when they lead to a clear decision or deliverable.
For a team with a real workflow and an unclear technical path. I interview the people who use or own the process, map constraints, choose the smallest useful slice, and build enough software to test the decision.
You leave with: a working prototype, architecture notes, open risks, and a sequenced production plan.
For a prototype, manual process, or integration that needs production ownership. I define the contract, build the service and interface, instrument it, and hand it off with the team that will operate it.
You leave with: deployed software, tests, observability, documentation, and an operating runbook.
For a system that is slow, fragile, expensive, or hard to explain. I trace the current path, reproduce the failure modes, review architecture and delivery practices, and separate immediate fixes from redesign work.
You leave with: a written assessment, prioritized decisions, evidence for each recommendation, and a review session with your team.
For engineering teams adopting coding agents, LLM evaluation, MCP, A2A, or local models. The workshop uses your constraints and ends with a reusable workflow instead of a generic demonstration.
You leave with: working examples, evaluation criteria, guardrails, and material your team can use after the session.
Advised the founder of a Techstars-backed beauty-tech company, managed work with a contracted development shop, and reviewed a CIELAB-based computer-vision model for skin-tone analysis, including its training-data and validation plan.
Advised the CEO and COO and built a proof of concept that used a mixture-of-agents approach to coordinate recommendations across five life-planning areas.
Built geospatial processing and site-visualization tools for solar installations. The system parsed survey point files, generated panel-rotation schedules, and reduced runtime by 23%.
Built the ingestion pipeline and interactive application for NBA Running Net Points. It counts actual possessions from play-by-play data, processes uploads through AWS Lambda and Redis, and serves results from Postgres through a Flask API. Open the deployed application.
Worked across sales, marketing, and engineering, then built the systems behind the customer and attendee experience.
Read the case study → Discovery + design sprint + education AITurned a live stakeholder walkthrough into working interface changes while keeping student-data constraints visible.
Read the case study → Streaming + federal deliveryBuilt a production connector for U.S. and allied sensor data under an Air Force Research Laboratory award.
Read the case study →I will tell you whether I am a fit, what I would need to learn first, and the smallest engagement that can produce a useful result.