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1. diabetic-retinopathy-transfer-learning diabetic-retinopathy-transfer-learning Public

   Fine-tuned ResNet18 to detect diabetic retinopathy in retinal fundus images, reaching 84.6% accuracy with 91.2% sensitivity.

   Python

2. knn-digit-recognition knn-digit-recognition Public

   K-Nearest Neighbors classifier from scratch for handwritten digit recognition, with k chosen by cross-validation. 98.7% accuracy.

   Python

3. deep-learning-teaching-tool deep-learning-teaching-tool Public

   Interactive tool that visualizes how a neural network learns in real time, showing its decision boundary evolve as it trains on classic datasets like XOR, moons, and circles. Built as a teaching ai…

   Python

4. vision-scan vision-scan Public

   Deep learning pipeline for automated PCB defect inspection using YOLOv8, synthetic augmentation, and ONNX export. Reaches 0.983 mAP@0.5 on DeepPCB

   Python

5. pneumonia-detection-densenet121 pneumonia-detection-densenet121 Public

   DenseNet-121 transfer learning to classify chest X-rays as normal or pneumonia, with a Streamlit web app. ~88% accuracy, 0.95 ROC-AUC.

   Python

6. Portfolio_Website Portfolio_Website Public

   Personal portfolio website showcasing my machine learning and AI projects. Built with React, Vite, and Tailwind CSS, deployed on Vercel.

   JavaScript