Your Data Is Scattered.
Your AI Should Not Be.
I build RAG pipelines and multi-agent AI systems that turn fragmented documents, legacy databases, and siloed knowledge into instant, accurate answers — for municipalities, public agencies, and growing businesses.
About
The Problem I Solve
Every Single Day
Municipalities drown in paperwork. Staff waste hours searching through regulations, permits, and citizen records spread across disconnected systems. At KI2 (KI-Quadrat Systemhaus GmbH), I build AI-powered solutions that fix this — RAG pipelines backed by vector databases that let employees ask questions in plain language and get precise, source-cited answers in seconds.
My multi-agent architectures handle the complexity that single chatbots can't: routing queries to specialized agents, cross-referencing multiple document sources, and enforcing compliance rules automatically. The same approach works for any organization sitting on mountains of untapped knowledge — from Austrian municipal offices to mid-size companies scaling fast.
Skills
Technical Expertise
Mobile
- Flutter
- FlutterFlow
- React Native
Web
- React
- Next.js
- TanStack Start
Backend
- Firebase
- Supabase
- Convex
- REST APIs
Languages
- Dart
- TypeScript
- JavaScript
Projects
Selected Work
Municipal Knowledge Assistant
Staff spent 40% of their time searching regulations manually. Built a RAG pipeline over 10,000+ municipal documents with vector search — now answers come in seconds with source citations.
Multi-Agent Permit Processing
Permit applications bounced between 5 departments with no visibility. Designed a multi-agent system where specialized AI agents handle validation, routing, and compliance checks automatically.
Enterprise Document Intelligence
A growing company had 3 years of contracts, invoices, and reports no one could search. Built an AI layer that indexes everything and answers cross-document questions accurately.
Services
What I Build
RAG Pipeline Development
Your team wastes hours searching documents manually. I build retrieval-augmented generation systems with vector databases that turn your entire knowledge base into an instant Q&A engine.
Multi-Agent AI Systems
Complex workflows need more than one chatbot. I design multi-agent architectures where specialized AI agents collaborate — handling routing, validation, compliance, and decision support.
Full-Stack Product Build
Need the AI and the product around it? I deliver end-to-end — from Flutter mobile apps to React web dashboards, connected to your RAG backend and ready for production.
Contact
Let's Build Together
Have documents your team can't search? Workflows that need AI? Let's talk.