Building machine learning algorithms using differential geometry with applications in NLP + forecasting.
Postdoc @ MSU’s Munchlab working with Dr. Munch and Dr. Chitwood. Math PhD @ GMU advised by Dr. Berry.
ECT: a python package for calculating and visualizing the Euler Characteristic Transform. Implemented as a sklearn transformer efficiently using numba. A demo can be found here.
Articles
- Y. Ayub, C. L. Samuels, Rotation Symmetries of Sequential Matrices with Applications to the Jacobi Symbol (2019). PUMP Journal of Undergraduate Research.
Presentations & Blog Posts
- A Case for Online Workshops in the Time of COVID-19 (2020). SIAM News Blog.
- Rotational Symmetries of Sequential Matrices. George Mason University Spring 2019 (Slides).
- Applications of Diffusion Maps. Mason Experimental Geometry Lab Symposium Fall 2018
- Finite Fields Package For Mathematica. CNU Paidea Spring 2018 (Github, Poster)
- Analysis of Strong Gravitational Lens using Convolutional Neural Networks. (Github, Poster) CNU Paidea Spring 2018
Contact via email: hello@yemeen.com