• Developed PollutionPulse web app to predict Mumbai’s air quality index (AQI) in real-time, achieving MAPE consistently under 20%, with enhancements driving it below 10% for validation data. • Incorporated an hourly updating responsive feedback loop, enhancing prediction accuracy by reducing model error to 13-15%, showcasing strong short-term forecasting performance.