About Me

I am currently the Google DeepMind Academic Fellow in Machine Learning in the School of Electrical Engineering and Computer Science at the Queen Mary University of London and an Associate Professor in Actuarial Science at the University of Witwatersrand. My research centers around applications of machine learning in climate risk management. I am a Co-Founder of AfriClimate AI a grassroots research community dedicated to harnessing the power of Artificial Intelligence for a sustainable, prosperous and climate-resilient Africa.

I completed my PhD at the University of Johannesburg under the supervision of Professor Tshilidzi Marwala and Dr Ilyes Boulkaibet concentrating on Shadow Hamiltonian Monte Carlo Methods within Bayesian Neural Networks. I was a recipient of the 2019 Google Africa PhD fellowship, which supported my PhD work. I am the author of the book Hamiltonian Monte Carlo Methods in Machine Learning.

I am a qualified actuary holding fellowships of Institute and Faculty of Actuaries and the Actuarial Society of South Africa.

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Interests
  • Bayesian Neural Networks
  • Markov Chain Monte Carlo Methods
  • Actuarial Science
  • Climate Risk Management
Education
  • PhD Artificial Intelligence

    University of Johannesburg

  • Msc in Computer Science and Engineering

    KTH Royal Institute of Technology, Stockholm (Sweden)

  • BSc Honours in Actuarial Science and Statistics

    University of Cape Town

📚 My Research

My research centers around applications of machine learning in climate risk management.

Please reach out to collaborate 😃

Featured Publications
Recent Publications