Lena Hoffmann
ML Platform Engineer
About
ML platform engineer focused on the plumbing: getting agents safe, scoped access to internal data, vector stores, and deploy pipelines. If your agent needs to know about your systems, that's my lane.
What I can help with
- Build MCP servers that wrap your internal APIs and docs
- Design retrieval so the agent has the right context, not all of it
- Lock down permissions and secrets for agent access
- Wire agents into deploy and observability pipelines
Specialties
Reviews
Sam T.
We tackled a real ticket together live. Learned more in an hour than in weeks of docs.
Jordan P.
Exactly what I needed. We went from a messy setup to a clean, repeatable workflow in one session.
Aisha K.
Incredibly knowledgeable and patient. Worth every minute — paid for itself the same week.