Ph.D. in Economics/ Operational Research. Lecturer at Warsaw School of Economics in 2005-2012 on machine learning, econometrics, optimization and simulations. Articles in scientific journals. Currently lecturer on postgraduate studies at WSE and Kozminski universities.
In 2003-2012 works for telco sector, projects on statistical modelling and machine learning for credit & fraud risk, sales and treasury. In 2012-2014 at KBC Financial Group, projects in CEE (m.in. Hungary, Czech Republic, Belgium) on developing and implementing credit risk and anti-fraud models.
Since 2014 at Polish Credit Rating Agency, BIK – heading the area of statistical analytics, scoring models and machine learning for credit and anti-fraud risk. Runs sectoral and custom projects for financial companies and cross-sectoral R&D (e.g. telco, debt collection, insurance). Speaker and panelist at financial conferences and webinars.
Since 2024 board member at fintech company, Digital Fingerprints, responsible for machine learning models for behavioural verification.
