experiences
past research and industry experiences
2023
2021
- Interdisciplinary Visual Intelligence Lab (IVILAB), University of ArizonaMay 2020 - Jul 2021• Collaborated on the DARPA-funded project Theory of Mind-based Cognitive Architecture for Teams (ToMCAT)
• Designed a multimodal affect detection system through a Bayesian network interacting with low-level neural networks representing modalities such as webcam, speech, and electrophysiological signals
• Developed the faceAnalyzer executable for estimating facial landmarks, eye gaze, head pose, and action units
2020
- Computer Vision Lab, Birla Institute of Technology and Science, PilaniAug 2019 - Apr 2020• Employed the FACS approach to study facial displays of learning-centered cognitive-affective states
• Collected dataset containing self-annotated video sequence of 40 subjects from BITS Pilani
• Designed a ConvNet architecture to estimate action units and classified emotion labels through Boosting and Multilayer Perceptron
2019
- CN3 Lab, New York UniversityMay 2019 - Jul 2019• Incorporated in-vivo neural recordings for spike and local field potential in a closed-loop rodent Brain Machine Interface for cortical pain neuromodulation
• Performed spectral analysis of multi-channel LFP signals using Multi Tapering (Chronux), STFT and FFT to achieve maximum efficiency
2018
- PaytmMay 2018 - Jul 2018• Worked on MIS Report Automation and agile development-based Dashboarding using MySQL, Dash and Pandas in Python