AI Product Manager & Engineer in Berlin
I build AI products that deliver measurable impact in regulated environments—from vision to market launch.
With over 10 years of experience in IT and 3 years leading software products from vision to market launch in regulated environments, I specialize in building AI products that scale businesses and deliver measurable impact.
At iris GmbH, I led a 4-person AI/ML team to launch passenger counting and occupancy detection systems achieving >95% accuracy in real-world public transport environments. I secured €100K in public funding for AI research and established GDPR-compliant data frameworks enabling legal customer data collection across European markets.
As Co-Founder of a fintech startup, I drove product strategy and MVP development, conducting 20+ customer interviews and managing a cross-functional team through a 9-month validation cycle.
My technical background as an engineer enables me to collaborate effectively across complex stakeholder landscapes—from AI/ML and Engineering teams to Legal, Sales, and regulatory bodies. I bridge the gap between technical feasibility, business requirements, and compliance constraints, turning LLMs, machine learning models, and edge AI into practical solutions that optimize processes and maximize ROI.
Led development of passenger counting and occupancy detection systems achieving >95% accuracy in real-world public transport environments.
Learn More... →Managed complete product lifecycle from strategy to production for public transport display systems.
Learn More... →Co-founded and led product strategy for a micro-investing platform targeting the European market.
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