AI/ML Projects Portfolio
AI/ML Projects Portfolio
Cutting-edge applications in Artificial Intelligence, Machine Learning, and Data Science
RAG-based Tax Filing Chatbot
AI/LLMProject Overview
A sophisticated chatbot system that leverages Retrieval-Augmented Generation (RAG) to provide intelligent tax filing assistance. The system combines the power of GPT models with vector search capabilities for accurate and contextual responses.
Key Features
- Advanced RAG architecture for accurate information retrieval
- Real-time tax code updates and compliance checking
- Natural language processing for complex tax queries
- User-friendly Streamlit interface
Proton Beam Energy Prediction
Deep LearningProject Overview
A deep learning model designed to predict proton beam energy for therapeutic applications in medical physics. This system helps optimize radiation therapy treatments by accurately forecasting beam characteristics.
Key Features
- Neural network architecture optimized for medical physics data
- Real-time beam energy prediction with high accuracy
- Flask-based REST API for easy integration
- Deployed on Google Cloud Platform for scalability
Cardiac Risk Identification
Machine LearningProject Overview
An XGBoost-based machine learning system for advanced cardiac risk assessment and prediction. This tool helps healthcare providers identify patients at risk of cardiovascular events through comprehensive data analysis.
Key Features
- XGBoost algorithm for high-performance risk prediction
- Feature importance analysis for medical interpretability
- Real-time risk scoring with confidence intervals
- Secure API deployment for clinical integration
Upcoming Projects
In DevelopmentComputer Vision for Plasma Diagnostics
Deep learning models for automated analysis of plasma diagnostic images and real-time monitoring of fusion experiments.
Computer Vision PyTorchGraph Neural Networks for Particle Physics
Advanced GNN architectures for particle tracking and event reconstruction in high-energy physics experiments.
GNN TensorFlowQuantum Machine Learning
Exploration of quantum algorithms for optimization problems in plasma physics and fusion energy research.
Quantum ML QiskitInterested in Collaboration?
I'm always excited to work on innovative AI/ML projects that push the boundaries of what's possible.