Autonomous disaster management, live GDACS telemetry, and protocol-grounded RAG AI

A comprehensive institutional disaster response platform built for Smart India Hackathon 2025 (Top 10 Finalist). Integrates real-time geospatial satellite feeds from GDACS, autonomous emergency alert broadcasting, 8 interactive bilingual disaster safety modules, and an NDMA/FEMA protocol-grounded RAG chatbot.

Cognitive attention monitoring and interactive game feedback using theta-beta spectral ratios

Developed during the research internship at Swaarogym Medical Devices (MIIC, MNIT Jaipur). A machine learning system analyzing EEG frequency bands to classify user attention levels during cognitive tasks. Computes Theta/Beta power spectral ratios using Welch's method to drive an interactive feedback game.

Real-time enterprise lead conversion scoring and predictive analytics engine

A high-throughput predictive machine learning system designed to score inbound B2B sales leads in real time. Features gradient boosting classification, automated feature transformation pipelines, and dynamic conversion probability distribution gauges.

Real-time interactive canvas drawing and Convolutional Neural Network inference

An interactive web-based deep learning application that performs real-time classification of hand-drawn digits. Features custom client-side bounding box normalization, center-of-mass centering, and top-3 softmax confidence distribution visualization.