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1. BERT-Sentiment-Classifier BERT-Sentiment-Classifier Public

   Fine-tuned a pretrained BERT model on IMDb reviews to classify movie sentiment with 90%+ accuracy; built using Hugging Face Transformers and PyTorch.

   Python

2. Blockchain-Based-Online-3D-Game Blockchain-Based-Online-3D-Game Public

   A blockchain-based online 3D game developed using Unity and the Ropsten test network as an undergraduate graduation project. This MMORPG allows players to endlessly level up, query inventory and it…

   C# 1

3. MNIST-Digit-Classifier MNIST-Digit-Classifier Public

   This project implements a CNN for handwritten digit classification on the MNIST dataset using PyTorch. It uses stacked convolutional layers with dropout, batch normalization, and max pooling to cla…

   Python

4. Car-Price-Predictor Car-Price-Predictor Public

   This project predicts used car prices using a feedforward neural network regression model implemented in PyTorch. Features include car age, mileage, and other attributes. The pipeline supports feat…

   Python 1

5. ResNet-Tire-Classifier ResNet-Tire-Classifier Public

   Tire condition classification using ResNet and transfer learning. This project applies deep learning to identify whether a tire is in good or bad condition based on image data.

   Python

6. SMS-Spam-Classifier SMS-Spam-Classifier Public

   This project classifies SMS messages as spam or ham using a feedforward neural network in PyTorch with a bag-of-words representation. It includes train/validation/test splits, performance evaluatio…

   Python