AI Document Retrieval System
Development of a locally-running AI application with LLM integration and document ingestion using RAG
A selection of projects I've built or contributed to over the years. Client names omitted for confidentiality.
Development of a locally-running AI application with LLM integration and document ingestion using RAG
Development of an air-gapped local AI application with LLM integration, document ingestion and RAG (Retrieval Augmented Generation) for a financial services client.
Rapid development of multiple minimum viable products for a financial services customer, enabling fast market validation and iterative product discovery.
Planning, implementation, and operation of a SaaS solution including Flutter app development serving 3,000+ medical professionals.
Project rescue of a WebRTC-based video communication platform used by 400+ financial institutions. Stabilized the codebase, improved reliability, added CI/CD pipelines and documentation, hands-on work including help-desk and analytics generation.
Led strategic shift from React MVP to a more performant Go + gofiber + HTMX architecture. Built a reusable UI framework, added comprehensive integration tests, and showcased the approach across multiple internal projects.
Built and maintained a fully automated and ISO certified quality management platform serving 1,000+ pharmacies over nearly a decade.
Co-founded and built an AI-powered SaaS platform for automated procurement and analysis of publicly available corporate information to improve sales and revenue.
Planning and development of a SaaS solution for the aviation industry. Handling complex data integrations across multiple systems for an online maintenance center where users can inspect the status of their aircraft maintenance.
Built an automatic quotation engine for freight logistics, with real-time cargo tracking and supply chain insights.
Development of a digital signage and WebRTC video solution for a major German bank's branch network.
Planning and development of a crowdfunding platform specialized for intellectual property and patents.
Project coordination, planning, and development of .NET services with implementation of Node.js microservices for a major German retailer.
Development of multiple applications for project status reporting to the executive suite at a major appliance manufacturer.
Self-initiated optimization of internal CAD workflows through custom CATIA plugins, automating geometric data analysis and adaptation.