What do I do?
I help businesses design and implement systems that are scalable, reliable, and ready for the future. My work spans from traditional enterprise software architecture to integrating modern AI-driven capabilities — always grounded in real-world experience and production-level results. Whether you’re exploring how to leverage AI, build robust APIs, or modernize your tech stack, I offer a pragmatic, results-focused approach.
AI Readiness Audit
Assess your current systems and data practices to create a clear roadmap toward AI-readiness and discoverability.
Conversational Interfaces & Agents
Implement intelligent Q&A interfaces or autonomous agents to improve support, lead qualification, and booking workflows.
Knowledge Retrieval Systems
Build internal tools that surface answers from documents, wikis, or databases using modern retrieval and ranking techniques.
Data Architecture & Strategy
Design scalable data pipelines and organize information in a way that enables actionable insights and AI integration down the line.
End-to-End Software Engineering
Deliver maintainable backend systems, APIs, and integrations — with full-stack awareness and a focus on clean architecture and performance.
Some of my projects
Check24
Led cross‑functional development of enterprise backend systems and partner integrations for Germany’s largest comparison portal. Built and deployed a custom ML solution to predict credit card approval probabilities—powering the “Kreditkarten Match” feature and cutting rejection rates.
check24.de
Job Decode
Developed an AI‑powered career guidance platform that interprets tech job requirements, recommends learning paths, and delivers on‑demand resources via intelligent search and agent-driven retrieval.
jobdecode.com
Marstall am See
Built a custom website and CRM for a historic event venue, automating bookings, client communications, and venue management workflows.
marstall-am-see.de