AI-powered real-time intelligence platform that monitors, analyzes & maps wildlife poaching incidents across India. Built with WTI. FastAPI + React + multilingual NLP.

CAMCALT (Complex Animal Movement Capture and Live Transmission) is a forest surveillance and monitoring system designed to capture complex animal movements and provide live video feed wirelessly from any part of the world. It aims to prevent hunting and poaching, enhancing forest security.

Legacy R Shiny web viewer for Biodiversity Viewer v1, preserved as project history and reference implementation.

Bio-inspired ornithopter robot for wildlife conservation monitoring. Features bio-mimetic flapping mechanism, aerodynamic wing design, MPU-based stabilization and RF control system. Includes CFD analysis, mechanical design, embedded systems and experimental validation.

The code simulates the movement of birds between various stations, generating data points for each visit, including the station visited, exact (slightly perturbed) coordinates, and a timestamp. This data is stored in a GeoDataFrame that can be used for spatial analysis and visualization.

Agentic Edge-AI for wildlife engagement. Real-time bioacoustics & video for Jetson Orin/NX. Orpheus moves beyond monitoring to interaction, optimizing for Daily Active Crows (DAC) via state-based reinforcement. No cloud, no latency, local intelligence.

Our foundational bioacoustics model Perch 2.0 developed with Google Research can be used to understand underwater marine ecosystems. 🌊

Solar-powered Edge-AI for wetland monitoring at Ramsar sites. Integrates physico-chemical sensors with AI-based biological indicator detection.

SoundBird is a full stack web application that uses bioacoustics to explore bird biodiversity. It combines machine learning audio analysis with dynamic species visualization.