Ship AI and automation that actually works in production. #
Get LLMs, retrieval, and automated workflows running in production — scoped, built, and handed off to your team in weeks, not quarters. Pragmatic software engineering from a senior consultant, not a research project. For small and mid-sized teams that want to ship.
What I help with #
AI Integration
Ship LLM features that hold up in production — retrieval, agents, and evaluation pipelines wired into the systems your team already runs.
Workflow Automation
Replace manual, error-prone handoffs with reliable automations across your stack — internal tools, CRMs, data pipes, and back-office processes.
Custom Software
Production-grade web and backend systems built by an engineer who's shipped them for a decade — not a prototyping shop that hands off half-finished code.
Why teams hire me #
10+ yrs
Software engineering experience across startups and production systems.
Full-stack
Frontend, backend, infra, and AI tooling — one person who owns the whole path to production.
No hand-waving
Clear scope, honest trade-offs, and working software at the end of every engagement.
"[placeholder] — real client quote lands here once we have one."
How it works #
- 01 · DiscoverScope the problem, map the current workflow, and identify the highest-leverage place to apply AI or automation.
- 02 · DesignPropose an architecture, pick the right tools, and agree on success criteria before writing production code.
- 03 · BuildImplement in short iterations with working demos — no black-box sprints, no surprises at the end.
- 04 · HandoffDocument, train your team, and leave you with code you own and can maintain — not a vendor dependency.
Ready to scope a project? #
A 30-minute intro call is free. If there's a fit, I'll send a short proposal within a few days. If not, you'll leave with a clearer picture of the problem — at no cost.