- Doctoral Researcher, Aalto University (2024-present)
- Broad topic: Machine Learning in Anomaly Detection
- Master of Science, University of Helsinki (2020-2024)
- Total of 135 credits (cr): Applied mathematics (80 cr), statistics (35 cr), machine learning (15 cr), and data visualization (5 cr).
- Specialization: Insurance and financial mathematics
- Master's thesis: On Heavy-Tailed Probability Distributions and Portfolio Diversification
- Bachelor of Science, University of Helsinki (2017-2020)
- Total of 200 credits (cr): Computer science (90 cr), mathematics (60 cr), statistics (35 cr), and other studies (15 cr).
- Business studies, Helsinki School of Economics (Autumn 2009)
- Mathematics and statistics studies, University of Helsinki (2007-2009)
- Matriculation Examination, Imatran Yhteislukio (2002-2005)
- Doctoral Researcher, Aalto University (2024-present)
- Logistics Worker, Kesko Corporation (2023-2024)
- Research Assistant, University of Helsinki (2020-2022)
- Researcher, HUS (Autumn 2020)
- Sales Consultant, Vitamail Oy (Autumn 2016)
- Warehouse Worker, Barona Logistiikka Oy (2014-2016)
- Food Production Worker, HKScan Oyj (2008-2014)
- Advertisement Delivery, LB Distribution Finland Oy (Imatra) (2006-2007)
- Military Service, Finnish Defence Forces (2005-2006)