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1. network-intrusion-detection-ml network-intrusion-detection-ml Public

   Multi-class network intrusion detection on CIC-IDS2017 — 99.85% accuracy across 15 classes on 2.5M flows. Random Forest, XGBoost, KNN vs. three from-scratch Bayesian classifiers, with SFFS feature …

   Python

2. cuda-kernels cuda-kernels Public

   CUDA performance engineering: shared-memory and register-blocked SGEMM (3.77x), inline-PTX cache and coalescing microbenchmarks, parallel scan and GPU run-length encoding

   Cuda

3. parallel-computing-mpi parallel-computing-mpi Public

   Strong-scaling study of a distributed Monte Carlo pi estimator across 1-64 MPI ranks, plus intra- vs inter-node latency benchmarking, on a SLURM HPC cluster

   C++

4. nba-mvp-vote-prediction nba-mvp-vote-prediction Public

   Predicting NBA MVP vote totals across 42 seasons (17,976 player-seasons) with stacked and from-scratch adaptive ensembles — including why the hand-built weighting scheme lost to a plain average

   Jupyter Notebook

5. Project-Face-Recognition-using-OpenCV Project-Face-Recognition-using-OpenCV Public

   Python

6. Project-SnakeGame Project-SnakeGame Public

   Python