predective-analysis

AI-powered mental health screening platform using behavioral analytics, voice analysis, facial emotion recognition, and ensemble ML models.

Time-series quantitative modeling and Machine Learning framework for forecasting commodity prices, volatility patterns, and market trends.

Machine Learning based Student Performance Prediction System using Python, Scikit-learn and Streamlit.

An end-to-end ML platform for predicting country risk and geo-economic stress with MLflow tracking and an interactive Streamlit dashboard.

Real-time financial sentiment intelligence engine. Leveraging modular AI to transform global news, social signals, and alternative data into predictive market momentum.

AI-powered soil analysis and smart fertilizer recommendation platform built with Python, Flask, and Machine Learning.

End-to-End E-Commerce Data Analytics Project using SQL Server, Python, Orange Data Mining, and Power BI.

Predicting online customer purchase intention using Machine Learning and Scikit-Learn.

EcoTrack is an IoT and Machine Learning-based smart waste monitoring and collection system that uses multi-sensor smart bins, a mobile application, and predictive analytics (ARIMA model) to enable real-time monitoring, automated alerts, and efficient waste management in smart cities.

An enterprise-grade customer churn prediction and retention analytics dashboard. Powered by an XGBoost machine learning classification pipeline, a FastAPI backend server, SQLite audit trails, and a premium cream-and-brown React single-page application containing animated Recharts panels. Dockerized and deployment-ready.

End-to-end e-commerce customer analytics using Python and Power BI. Features unsupervised clustering, a 96% accurate predictive classifier, and custom metrics (PurchaseGap & CancelRate) for churn mitigation