At Graphic Era Deemed to be University, I designed and developed a real-time flood risk mapping and alert system that combined machine learning, rainfall data, geolocation, and interactive maps. I also developed a CNN-based pipeline to classify uploaded images as flood or non-flood.
I built application workflows and REST APIs with Python, FastAPI, Streamlit, and SQLAlchemy, and integrated Open-Meteo API and geolocation services to visualize risk levels and affected locations. In projects, I developed EmotionNet for stress detection from multimodal physiological signals and created a WhatsApp chat analysis tool.
