Research Data Scientist, Bank of Finland (since April 2026),
Monetary Policy and Research Department
Researcher, Bank of Finland (2023–2026)
Research Assistant, Bank of Finland (2023)
Senior Statistician, Statistics Finland (2019–2023)
Monetary economics, central bank communication, inflation expectations.
Methods: text-as-data, applied macroeconometrics, forecasting.
Published in the Journal of Money, Credit and Banking, Journal of Forecasting, and Applied Economics.
Ph.D. in Economics, University of Jyväskylä (2026)
Dissertation: "Essays on Expectations and Communication in Macroeconomics" (accepted with distinction)
Reviewers: Michael Ehrmann and Michael Weber
Opponent: Michael Ehrmann Supervisor: Kari Heimonen
M.Sc. in Economics, University of Jyväskylä (2019)
B.Sc. in Economics, University of Jyväskylä (2017)
Visiting Scholar, Frankfurt School of Finance & Management (upcoming, January 2027)
Host: Michael Ehrmann
Visiting Scholar, University of Oxford (upcoming, March 2027)
Host: Michael McMahon
Top-viewed article, Journal of Forecasting (2025) – "Media Tone: The Role of News and Social Media on Heterogeneous Inflation Expectations"
3rd Place, 2025 ESCB/SSM Hackathon – "From news to forecast: Experimenting with AI time series models"
Ph.D. dissertation accepted with distinction
Publications and working papers are listed on the Research page with abstracts and links. The PDF above has the complete record, including conferences, skills and references.
Summer in Kuhmo, Finland