A lightweight AI-native 6G spectrum allocation simulator with PerRBDeepSets. It compares heuristic and neural schedulers and shows per-user-per-RB scoring can closely imitate Max-Channel scheduling.

Group project on AHI prediction using SleepFM embeddings, featuring preprocessing, feature aggregation, model comparison, and error analysis.

Binary program clone detection with spectral + ML Siamese networks (BinKit/Coreutils).