Background

About me

I am currently a doctoral researcher at the University of Helsinki, working in the Trustworthy Machine Learning group. I hold both a Bachelor’s and a Master’s degree in Mathematics.

My research interests include:

  • Machine learning and deep learning
  • Bayesian statistics
  • Differential privacy
  • Interpretability and explainability
  • Tabular foundation models
  • Formal verification

Before doctoral research, I worked professionally as a software engineer for around three years, followed by five years as a machine learning engineer/applied scientist. Beyond my university education, I am mostly self-taught in Mathematics, Computer Science, and Philosophy.

I am a Jordanian living in Finland. I love being in nature, drinking coffee, and reading books.