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1. Early-Alzheimers-Diagnosis Early-Alzheimers-Diagnosis Public

   A deep learning-based model using ResNet50 to classify MRI brain scans into four stages of Alzheimer's Disease. The project aims to support early diagnosis through accurate image classification and…

   Jupyter Notebook 1

2. vehicle-speed-tracking vehicle-speed-tracking Public

   Vehicle speed estimation from highway CCTV footage using YOLOv8, object tracking, and motion based speed calculation.

   Jupyter Notebook

3. nn_mnist nn_mnist Public

   A complete implementation of a feedforward neural network built from scratch in C++ without using any ML libraries. Includes manual backpropagation, Adam optimizer, model serialization, and trainin…

   C++

4. nlm_pytorch nlm_pytorch Public

   Neural language model trained from scratch in PyTorch with LSTM and Transformer architectures.

   Jupyter Notebook

5. mfa_forced_alignment mfa_forced_alignment Public

   This repository contains the complete workflow for forced alignment of speech audio and transcripts using Montreal Forced Aligner (MFA). It includes dataset organization, alignment outputs (TextGri…

   Python

6. Beverage-Nutritional-Analysis Beverage-Nutritional-Analysis Public

   Analyzed a beverage dataset to explore nutritional characteristics, using feature engineering and one-hot encoding for data preprocessing. Implemented dimensionality reduction techniques (PCA and t…

   Jupyter Notebook