My Projects
CardioPredict-Pro
Advanced Cardiovascular Disease Prediction using Machine Learning algorithms. This project implements multiple ML models to predict cardiovascular disease with high accuracy, helping in early diagnosis and prevention.
Deep Learning - ANN
Comprehensive deep learning project focusing on Artificial Neural Network developments. Includes various neural network architectures and implementations from scratch.
Coal Mine Production Analysis
Coal Mine workers safety system Dashboard with comprehensive production analysis. Real-time monitoring and safety alerts for mining operations.
Vision Transformer PyTorch
Implementation of Vision Transformer architecture from scratch using PyTorch. State-of-the-art computer vision model for image classification tasks.
Diamond Price Prediction with XGBoost
Predicting diamond prices using XGBoost regression model. Advanced machine learning techniques for accurate price estimation.
LLM Finetuner Application
Gradio app for LLM finetuning using Unsloth Library on Colab GPUs. Streamlined interface for fine-tuning large language models efficiently.
Forest Cover Type Classification with SVM
Classifying forest cover types using Support Vector Machines. Environmental analysis project with high-accuracy classification.
Bank Marketing Prediction using Random Forest
Predicting bank marketing outcomes using Random Forest algorithm. Financial analytics project for marketing campaign optimization.
Clustering Results Interface
A Streamlit application for direct clustering results on datasets. Interactive visualization and analysis of clustering algorithms.