Training · Consulting · Pilots
I help teams turn their knowledge and workflows into useful AI systems: RAG and hybrid search, digital assistants, and AI agents in software development. Start with a practical workshop, a focused decision, or a scoped pilot.
Where I can help
These areas can stand alone or connect. Retrieval gives an assistant relevant context; a well-scoped assistant can then support a task, with people and permissions in control.
Make your documents and data useful in AI answers. We examine sources, access rules, retrieval quality, citations, and failure cases. For hybrid RAG, we combine keyword and semantic search when testing shows it helps.
Typical output: a retrieval design, a small evaluation set, and a testable pilot.
Design an assistant around a real question or task for your team or customers. Define what it may answer or do, connect approved tools where useful, and plan handoff to a person.
Typical output: a scoped assistant flow, prototype, and checks for useful responses.
Give AI coding agents a useful role in planning, implementation, tests, and pull requests. Set repository instructions, access boundaries, CI checks, and human approval points.
Typical output: a one-repository review or pilot your engineering team can run and improve.
A good starting point
A representative document set, repeated support question, or active repository is enough to start. We identify the user, the decision or task, what success looks like, and the smallest useful next step.
Ways to work together
A short call can confirm fit. Paid work has a defined question, team outcome, or pilot scope before it begins.
Free · 15 minutes
Tell me the use case and who owns it. We decide whether training, technical advice, or a project is the right next step. No assessment or solution design is included.
Book a free fit checkPaid · €95 · 45 minutes
Bring one focused question about retrieval, an assistant, or an agentic workflow. We work through options and leave with a concrete next step. No formal audit is included.
Book technical advisoryPaid · scoped quote
A two-hour workshop built around your team's use case, with exercises and a take-home checklist. Choose RAG, assistants, or agentic development; combine topics in a larger format.
Ask about trainingPaid · scoped quote
Work together on architecture, a prototype, evaluation, and handover for one use case. We agree on inputs, outputs, and boundaries before starting.
Discuss a scoped projectA defined first project for engineering teams
I review agent instructions, access boundaries, and pull-request and CI checks for one repository. You receive a prioritized fix list and scoped pilot plan within one week of receiving access. This is not a penetration test or compliance certification.
Choose the user, task, available data or tools, and a useful result to test.
Run a workshop, review, or small pilot against real questions and failure cases.
Leave your team with decisions, next steps, and the knowledge to operate or extend the work.
No. Start with the question or workflow. We choose the simplest useful approach after looking at the source material, users, and task.
Yes. Training can stand alone or accompany a pilot. We scope it around your team's examples and the decisions they need to make.
We spend 15 minutes on your use case, team, and next step. Technical diagnosis and architecture work belong in paid advisory or a scoped project.
The one-repository workflow review has a fixed fee of €750. Training and other consulting projects are quoted after we agree on scope and deliverables.