Research Areas

Machine learning applications,Data Science in Insurance,Data Visualization ,Data Science,Actuarial Sciences,Financial Mathematics,

Profile

Lecturer in Actuarial Science with 4+ years of working experience, pursued MSc in Data Science (Actuarial Sciences) at University of Rwanda, African center of excellence in Data Science (ACEDS). I obtained my BSc in Mathematics & Statistics from the University of Malawi. Research interests are in Financial Mathematics, Actuarial Sciences, Data SCience, Data Visualization, Data Science in Insurance, Machine learning applications.

Publications

• Journal Article
  A journal article paper titled "Modeling the impact of tropical cyclone intensity on rainfall under stochastic processes", which uses the Physics-Informed Neural Networks (PINN) to solve SDEs in modelling the impact of cyclones on rainfall. (2025)
  https://link.springer.com/article/10.1007/s40808-025-02563-0?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=nonoa_20250722&utm_content=10.1007/s40808-025-02563-0

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