Services
I work three ways, depending on what you need.
AI Product Development
Best for: companies adding AI features to existing products
I embed with your team and own AI features end-to-end — architecture, implementation, testing, deployment. I've shipped features inside SaaS platforms (Teamwork.com), enterprise tools (Roche), and automation systems (Universal Music Group).
What this typically includes:
- → RAG systems and copilots
- → AI agents and meeting bots
- → LLM-powered automation (email, content, workflows)
- → Structured outputs, prompt engineering, evaluation
Typical engagement: 3-6 months, part-time or full-time
AI Architecture & Advisory
Best for: teams that have AI systems but need senior guidance
I audit your current AI stack, identify risks (vendor lock-in, scaling bottlenecks, evaluation gaps), and deliver a written migration/improvement plan. I can lead the implementation or hand it off to your team.
What this typically includes:
- → Architecture reviews and migration plans
- → LLM observability setup (Langfuse, LangSmith)
- → Vendor evaluation and tech stack decisions
- → Code reviews and best practice workshops
Typical engagement: 1-3 months, part-time
AI Team Setup
Best for: companies starting their AI journey with no existing team
I hire your first AI developers, define the tech stack, plan the architecture, and train the team until they can operate independently. Then I step back.
What this typically includes:
- → Hiring (screening, interviewing, selection)
- → Tech stack and architecture decisions
- → Product roadmap planning
- → Ongoing mentoring and code review
- → Stakeholder communication
Typical engagement: 3-4 months, 10-15h/week
Pricing
Every project is different. I don't list fixed prices — we'll discuss scope and budget on a call. Typical engagements start at 3 months. I work on monthly retainer, project-based, or contract terms — whatever fits.
How I work
Discovery call (30 min, free)
I learn your problem, you learn if I'm the right fit. No pitch.
Assessment
I review your codebase/architecture and deliver a written plan with options.
Engagement
Contract work, monthly retainer, or project-based. Remote, async-first, any timezone.