Ash

The aim of this project is to analyze customer behavior to identify high-value customers, predict customer churn, and estimate Customer Lifetime Value (CLV). The ultimate goal is to help businesses improve customer retention, optimize marketing strategies, and increase revenue.

No description.

MoodBite is a voice-first, AI-powered food ordering experience that turns moods into meals. It reduces menu overload, improves accessibility for visually impaired users, and delivers personalized recommendations using NLP, ML, and Google speech technologies.

RailOptima is an intelligent decision-support system for railway traffic management. It optimizes train precedence, crossings, and scheduling while dynamically re-optimizing under disruptions. Built on the FRPS stack (FastAPI, React, Python, SQL), it boosts efficiency, punctuality, and controller decision-making.