Popular repositories Loading

1. skin-lesion-segmentation skin-lesion-segmentation Public

   Participated in AIMA Warm-up Research Program’s private Kaggle competition on skin lesion segmentation. Built and fine-tuned deep learning models with PyTorch and SMP, applied preprocessing/augment…

   Jupyter Notebook 2

2. resnet50-cifar10 resnet50-cifar10 Public

   Developed a convolutional neural network from scratch using PyTorch to classify CIFAR-10 images into 10 categories. Implemented a custom ResNet50 architecture with residual blocks and achieving 90.…

   Jupyter Notebook 1

3. Sentiment-Analysis-by-LSTM Sentiment-Analysis-by-LSTM Public

   Jupyter Notebook 1

4. Churn-Prediction Churn-Prediction Public

   Builded a machine learning model to predict customer churn for a telecom provider using structured data. Performed extensive preprocessing (including hashing and one-hot encoding), feature scaling,…

   Jupyter Notebook 1

5. Building-Neural-Network-from-Scratch Building-Neural-Network-from-Scratch Public

   Jupyter Notebook 1

6. BRAIN_TUMOR BRAIN_TUMOR Public

   This project applies a pretrained ResNet50 model for brain tumor detection from MRI scans, achieving over 90% accuracy. It also provides a brief description of the detected tumor.

   Jupyter Notebook 1