Deepan Das Email & Phone Number

Bengaluru, KA, IN

Bengaluru, Karnataka, India

Ilmenau, Thuringia, Germany

• Designed novel Deep Learning architectures to mimic human listening, achieving ≈ 100% accuracy in using reverberations to classify/cluster rooms according to psycho-acoustic properties
• Developed and optimized production-ready webcam-based head pose tracking to run at 60+ fps, integrated it to run real-time in parallel with resource-intensive spatial audio rendering, so as to ensure a natural.
• Adopted visual-inertial SLAM to provide realtime listener pose in… Show more
• Adopted visual-inertial SLAM to provide realtime listener pose in highly dynamic environments, to replace sophisticated trackers in spatial audio rendering→Tech Stack: PyTorch, C++, Deep Learning, Computer Vision.

Greater Munich Metropolitan Area

• VQA: Achieved state-of-art performance (57% accuracy) by employing attribute + object detection in images to create a Scene Graph, which was traversed by a Reinforcement Learning agent using question embeddings
• +1 paper
• Deployed an LSTM-based quality predictor for production line, increased ground truth correlation from ≈ 0.0 to ≈ 0.6
• Explored (relational) Graph Neural Networks for link prediction in Knowledge Graphs.→Tech Stack: PyTorch, Deep Learning, Transformer, Graph… Show more
• Explored (relational) Graph Neural Networks for link prediction in Knowledge Graphs.→Tech Stack: PyTorch, Deep Learning, Transformer, Graph Neural Network, Visual Question Answering Show less

Garching, Bavaria, Germany

• Graded final examination and weekly assignments (theory and programming), aided in lecture and tutorial preparation, responded to students’ technical queries on the online discussion forum for a class strength of 1000+

Kolkata, West Bengal, India

• Human Sensing:
• Innovated in areas like design of stimuli that act as universal stressors, counteracting bias in self-reported emotion, fusion of EEG, GSR, PPG, other physiological variables, facial expressions and keystroke patterns.
• +3 patents, +5 papers
• 3rd position in IEEE Brain Databank Challenge 2017, Glasgow
• 8th position in Physionet Challenge 2018
• Game, model used internally in TCS to estimate workplace stressConnected… Show more Human Sensing:

Kolkata, West Bengal, India

• Connected Digital Health: Improved, implemented and deployed innovative algorithms for PCG+PPG processing and segmentation, improved acquisition quality→ Tech Stack: Matlab, Java, C, Signal Processing, Machine.

Master Of Science - Ms, Computer Science, 1.8

Thesis : ”VentriloquistNet : Leveraging Speech Cues to Generate Naturalistic Talking Head Motions” Advisor: Prof. Daniel Cremers •.

Bachelor Of Engineering - Be, Electrical, Electronics And Communications Engineering, 8.37

Activities and Societies: Jadavpur University Photographic Club Thesis : ”Improvement of Smartphone PCG Audio to Medical-Grade Quality and.