I am a masters student at the University of Waterloo in the Applied Math Department working under Prof. Kirsten Morris and Prof. David Del Rey Fernández. My research interests lie in Differential Equations ∩ Machine Learning. My current research involves modeling dynamical systems, such as Hamiltonian and Port-Hamiltonian systems, using neural networks. Furthermore, I am working on state estimation and stable (in the sense of Lyapunov) learning of these systems. I completed my undergraduate thesis under Prof. Bin Han at the University of Alberta in the field of Classical Fourier Analysis. I am an active member of the UWaterloo Tennis Club. I love Middle Eastern food and bubble tea. I am open to discussing any research enquiries and collaborations!
News.
- $\gamma$ August 2025. I will be a mentor for the Women in Math Directed Reading Program covering topics in Modern Probability Theory. I will cover topics like concentration inequalities, VC-dimensions and random matrix theory.
- $\gamma$ August 2025. Attended a summer school on Fluids and Computer Assisted Proofs at Princeton University.
- $\gamma$ July 2025. Attended the CMMRS summer school.
- $\gamma$ July 2025. Attended and gave a talk on Learning Hamiltonian Systems (and formalizing?) at IBM Research + SLMath.
- $\gamma$ April 2025. Worked on a project on the UAT of Port-Hamiltonian Neural Networks.
- $\gamma$ February 2025. Working on a paper in numerical algorithms with Dr. Hassan Safouhi.
