Teaching

•  Insurance Analytics (Master, Actuarial Science, 2h/week)
  - Data cleaning, data preparation, error analysis.
  - Generalized linear models (GLMs).
  - Regression trees, Random forests, gradient boosting.
  - Feed forward neural networks.
  - Applications on insurance data (simulated and real data).
  (University of Lausanne 2021-..., International Summer School by the Swiss Actuarial Society 15.-19.08.2022, Summer School by the Austrian Actuarial Society 03.-05.05.2023.)
  
  

• Life Contingencies II (Master, Actuarial Science, 4h/week)
  - Joint-life insurance.
  - Multiple-decrement models.
  - Stochastic mortality models, Lee-Carter model.
  (University of Lausanne, 2021-...)
  
  

• Ratemaking and Claims Reserving (Master, Actuarial Science, 2h/week)
  - Run-off triangles.
  - Individual claims reserving in Non-Life Insurance.
  - Ratemaking for insurance claims, adverse selection.
  (University of Lausanne, 2021-23)
  
  

• Mathematics 1 / Mathématiques 1 (Bachelor Management, 6h/week)
  - Financial mathematics, loans, bonds, interest rates.
  - Derivation, integration, limits of functions.
  - Solving stochastic differential equations.
  (University of Lausanne, 2023-...)