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Robust ML pipeline for price prediction with MLflow integration and automated deployment for real-time predictions.

Personalized career guidance platform for students and professionals using Streamlit and modern ML techniques.

A multilingual legal assistant chatbot built with Flask, Google Gemini AI, and LangChain for intelligent legal document retrieval and question answering.

This project implements a comprehensive framework for dynamic bus service rationalization designed to combat bus bunching and improve headway regularity in urban transit systems. The implementation is based on the research document "A Framework for Dynamic Bus Service Rationalization: A Phased Machine Learning Approach to Anti-Bunching and Headway Regularity

The AI-Powered Personal Health Companion is an advanced healthcare assistant platform that empowers users to manage their health proactively using state-of-the-art AI, symptom checking, and biometric data analysis. By integrating symptom NLP, health data, and real-time doctor connection, it enables timely medical insights and improves access to qualified care—especially critical for remote and underserved populations.