Amrskk

Projects & Notes

Machine Learning
Support Vector Machines — Under the Hood

Geometry, convex optimization, duality, kernel methods, and extensions to SVC and SVR — with full mathematical derivations.

ML Project
MAGIC Gamma Telescope — ABK Team

Physics-informed feature engineering, synthetic data generation, and a stacking ensemble for Cherenkov shower classification.