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1. Ecg-Arrhythmia-Edge-Transformer Ecg-Arrhythmia-Edge-Transformer Public

   End-to-end ECG arrhythmia classification for edge deployment using R-peak detection, CNNs, transformers, and the MIT-BIH Arrhythmia Database.

   Python

2. RAG-System-From-Scratch RAG-System-From-Scratch Public

   End-to-end RAG system built from scratch with recursive chunking, persistent indexing, vector + BM25 hybrid retrieval, evaluation, FastAPI, Docker, and AWS deployment testing.

   Python

3. Cat-Classifier-NN-From-Scratch Cat-Classifier-NN-From-Scratch Public

   A Project to learn how to implement an L-layer NN with batch-norm, adam, L2 and dropout regularization from scratch.

   Jupyter Notebook 1

4. Pneumonia-Classifier-End-To-End Pneumonia-Classifier-End-To-End Public

   End-to-end deep learning pneumonia classifier using PyTorch, SageMaker training, FastAPI, Docker, AWS Lambda, ECR, and S3 model artifacts.

   Python

5. Statistics-for-ai Statistics-for-ai Public

   Statistics derivations for AI, machine learning, and probability theory.

6. VGG16-BLIP-Damage-Detection VGG16-BLIP-Damage-Detection Public

   Using transfer learning with pretrained models, VGG16 & BLIP, to classifiy damage of an aircraft.

   Jupyter Notebook