Work & projects, enterprise AI, data platforms and zero-to-one products
01 · Work
Where I have Worked.
Ten years across data, product and operations: an analyst who found data, a founder who ran a business on it, a Master's that made it formal, and a company where I built the data, the processes and the AI on top.
- 2023 to present
Riedel Communications GmbH
Data Scientist / AI Enablement Team Lead
- 15+ digital products across data, process, and AI
- Built the BI layer, €500K+ saved, pricelist cycle 3+ months → under 1, SAP data errors 70% → 2%
- With my team, took GenAI from zero to 3 products, incl. the Multi-Agent IT Helpdesk for 1,500 staff (~15% L1 deflection since June 2026)
- Lead the AI Enablement Team: the company's AI products, plus the framework so every department can use AI safely
- Owned the full path from PRD to governance (GDPR, EU AI Act)
AI EnablementAI Product ManagementSolution ArchitectureGenAIStakeholder OrchestrationAI GovernanceRead - 2017 to 2021
The Funnel Hill Creamery
Co-Founder · F&B
- Co-founded an F&B brand; grew $70K → ~$400K revenue across 4 outlets
- Raised $200K for the expansion
- Led a team of 70 across 250+ SKUs
- Ran the business on data: ML sales forecasting, churn prediction and SKU-level pricing analytics
- Steered through COVID, 93% staff retention, satisfaction 80% → 92%
P&L OwnershipBusiness StrategyOperations at ScaleTeam LeadershipFundraisingData-Driven DecisionsRead
02 · Projects
What I've been building.
Six products I led end to end, from first idea to adoption.
↳ Click any card for the full story
01 / ProfessionalRiedel · SAP · AI
02 / PersonalBuilt from scratch · Real cash on the line