About Korbinian
I build AI products and ship them.
As an AI Product Owner with hands-on LLM engineering experience. I bridge the gap between business strategy and technical implementation. I design and ship agentic workflows, RAG pipelines, and AI-native products using Claude, Python, and modern AI frameworks. I am also managing the full product lifecycle from backlog to deployment.
Recent work includes an AI-driven M&A due diligence tool (agentic document classification, 80% confidence threshold, hybrid Python/LLM logic) and a BI analytics tool that generated €10k in immediate client upsells.
Available for interim and freelance mandates — remote or on-site in Stuttgart, Frankfurt, Munich, and Switzerland.
German
Native or bilingual
English
Fluent
Can work on-site
Stuttgart (up to 50km), Konstanz (up to 50km)
Experience
- Lightweb Media GmbHProduct Owner – AI Strategy & AutomationJanuary 2026 - Today (5 months)
- AI Product Development: Leading MVP of an AI-driven M&A due diligence tool | Agentic Engineering (Claude 3.5 Sonnet), RAG-based document classification, hybrid Python/LLM logic with an 80% confidence threshold for risk-mitigated processing.
- AI-Native Prototyping: Built a fully clickable HTML prototype before a single line of production code was written, enabling instant feature derivation and stakeholder alignment from day one.
- Workflow & Documentation: Structured entire project knowledge base as interlinked Markdown files in the repo; tasks defined and tracked via Claude Code, replacing overhead with async, AI-readable documentation.
- Tooling & Emerging Tech: Applied prompt engineering patterns, MCP server integration, and current AI frameworks to accelerate development cycles.
- Data Integration: Evaluated DPMA-APIs for IP-asset validation; performed cost-benefit analyses for AI modules.
- Agile Leadership: Restructured backlog with Impact/Effort priority scoring — significantly increased dev-team autonomy and sprint velocity.
- CompDataIT Consultant / Product OwnerJuly 2022 - December 2025 (3 years and 5 months)Albstadt, BW, Germany
- Agile PO: Managed full lifecycle of user stories and sprint planning; prevented critical data loss by identifying and fixing a high-risk SQL deletion bug in liveops.
- BI & Data Engineering: Built custom SQL data pipelines and Power BI/Qlik reports; developed a sales-impact analysis tool that generated €10k in immediate upsells.
- Process Automation: Streamlined client workflows with Python scripts.
- VoiceblitzFounder & IT Project LeadApril 2019 - June 2022 (3 years and 2 months)72160 Horb am Neckar, Germany
- Development of voice-controlled Android apps.
- Led 5-person team; coordinated milestones and prototypes in Python.
- Product presentation at trade fairs and events; secured partnerships with Reutlingen University and the City of Pforzheim. Acquisition of grants totaling €135,000 (EXIST founder scholarship).
- App successfully deployed at the city festival of Horb; featured on SWR television.
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Education
- M.Sc. Applied ArtificialIU International University of Applied Sciences2025M.Sc. Applied Artificial
- Diploma in Catholic TheologyEberhard-Karls-Universität2017Diploma in Catholic Theology