Devdoot Chatterjee Email & Phone Number

New Delhi, Dl, In

New Delhi, Dl, In

Noida, Uttar Pradesh, India

• Project: Charged particle tracking using Graph Neural Networks to reconstruct trajectories of elementary particles traveling through a detector.• Explored GNN-based architectures as alternatives to traditional methods like the Kalman filter for detecting charged particles passing through a detector.• Investigated multi-objective optimization techniques to integrate different loss functions involved in the object condensation approach.

• Explored state-of-the-art Deep Learning architectures for audio-source separation.• Trained and evaluated multiple models on audio samples collected from Orcasound's underwater hydrophones.• Developed a robust Bioacoustic source separator to detect marine animals, including endangered orcas.

• Project: Design and development of an intelligent unmanned aerial vehicle applied to open-cast minefield surveillance.• Implemented models and algorithms for LiDAR-based stockpile volume estimation.

• Led the Aerodynamics department of Team DTU-Supermileage- a student organization dedicated to optimizing fuel economy in cars.