- Home
- For agencies, recruiters & intermediaries
Senior AI Engineer for your client projects.
RAG, multi-agent systems and AI automation – plus the fullstack experience to take them into product and operation. Experienced in large enterprises and with engagements through agencies.
- Role
- AI Engineer, also Senior Fullstack
- Engagement
- Remote, part-time or full-time
- Environment
- Large enterprises to mid-sized companies
- Documents
- Within one business day
01 — Profile
The profile at a glance.
Everything you need for a client profile. More detail in the CV.
- Role
- AI Engineer, also Senior Fullstack
- Focus
- RAG, multi-agent systems, LLM integration, AI automation
- In addition
- Also AI consulting and architecture
- AI stack
- LangChain · LangGraph · Azure OpenAI · Azure AI Foundry · OpenAI API · Anthropic API · Langfuse · pgvector
- Other tech
- Python · FastAPI · TypeScript · React · Next.js · PostgreSQL · Databricks · Docker · Azure · AWS
- Experience
- Software development since 2020, including just over 2 years as CTO
- Environment
- Large enterprises to mid-sized companies – automotive, education, healthcare, PropTech, retail
- Engagement
- Remote; on site in and around Stuttgart by arrangement
- Languages
- German (native), English (fluent)
- Model
- Hourly basis, part-time or full-time engagement
- Availability
- Availability and terms on request
02 — Engagement areas
Where I add the most value.
- 01
AI from prototype to production
For teams whose pilot works but isn’t ready for operation yet: data integration, permissions, evals and monitoring.
- 02
Concepts and architecture
AI applications on existing data platforms such as Databricks and Azure – from concept to implementation within the client’s team.
- 03
End-to-end delivery
The AI feature including backend, interface and deployment – without a handover to another developer.
03 — Projects
AI projects with role and setup.
Client names are anonymized at the clients’ request. Details and architecture are in the case studies.
Multi-agent system, German automotive group
AI agents · LangGraph · Databricks
RoleAI Engineer / FullstackPeriodsince 09/2025SetupEmbedded in the client’s teamRAG assistant for the knowledge of a school
Knowledge assistant · RAG · In production
RoleAI Engineer (solo)Period04–08/2026SetupSole responsibility through to operationAI location analysis, self-storage provider
AI analysis · Mid-sized company
RoleFullstack & AIPeriod2026SetupSolo
More projects: SaaS platforms, a property marketplace with 400,000+ visitors per month, internal tools.
Software engineering04 — Short bio
Short bio to copy.
For client profiles and introductions: two lengths in the third person. Feel free to use them word for word.
- 50 words
- Niclas Wunder is a Senior AI Engineer in Stuttgart, working remotely across Germany. He builds knowledge assistants (RAG), AI agents, multi-agent systems and AI automations and takes them into production, plus AI consulting and architecture. Background: M.Sc. Economics (LMU Munich), audit at KPMG, CTO of a real estate portal. Freelance since 2024.
- 100 words
- Niclas Wunder is a Senior AI Engineer in Stuttgart, working remotely across Germany. He builds knowledge assistants (RAG), AI agents, multi-agent systems and AI automations and takes them from prototype to production, including permissions, evals and monitoring. He also does AI consulting and architecture. His projects include a multi-agent system for a German automotive group, a RAG assistant for a school, a location analysis for a self-storage provider and a care application platform with an AI inbox. He holds an M.Sc. in Economics from LMU Munich, worked in audit at KPMG and was CTO of a real estate portal. Freelance since 2024.
05 — Collaboration
How I work with agencies
You introduce me to the client. I make sure you look good.
- 01
I represent you at the client.
Appearance, communication and reporting follow your guidelines.
- 02
Client protection is a given.
Clients who come through you remain your clients.
- 03
Fast documents.
CV, project examples and an assessment of fit within one business day.
- 04
Honest about fit.
If a role doesn’t fit, I tell you right away – before you propose me to the client.
06 — Testimonial
What project partners say.
With Niclas, we found a partner who quickly and deeply familiarized himself with our technically complex requirements. The technical implementation was clean, the collaboration reliable and uncomplicated. Our platform works exactly as we imagined it.
07 — Contact
Have a role or project that fits?
Send me the role, context, team setup, remote share, start window and tech focus. Bullet points are enough. You’ll get a reply within one business day.
Profile last updated: October 2026