Two decades in the financial sector taught me how markets actually behave — and where data makes the difference in strategic decisions. Today I put that experience to work in model development, using machine learning and Python.

My focus is on quantitative capital-market analytics, time-series & signal detection, and full-stack web applications: new models built on emerging technology, designed from the start to answer a real question rather than to look good in a backtest.

I rarely build alone. Working closely with domain experts — in mining, digital assets, or capital markets — is what turns a promising prototype into something that holds up in practice and matures all the way to commercialization.

Based between the coasts of Schleswig-Holstein and Berlin's tech ecosystem, I build production-grade data systems, from ETL pipelines to interactive dashboards, with an emphasis on explainability, robustness, and business impact.