Spectrum Lab: Under the supervision of Prof. Harish Kumar J R and Prof. Chandra Sekhar Seelamantula• Working on applications of deep learning and image processing in the domain of ophthalmology.

Centre for Engineering Education Research (CEER) : Under the supervision of Dr. Vijaylaxmi M and Prof. Kaushik Mallibhat. • Built predictive machine learning algorithms to improve students' performance using clickstream data.

AI-ML Lab: Under the supervision of Dr. Meena S M and Prof. Uday Kulkarni • Built a hybrid optimizer (Pruning and Quantization) for deep neural network compression for the generation of lightweight models and inference acceleration. • These optimized models were successfully deployed on embedded platform (NVDIA Jetson TX2) and edge device (as mobile applications).

• Worked on an AI based contact-less pre-screening process for covid-19 detection with cough samples under the supervision of Prof. Shankar G.• Analyzed the audio signals using Praat tool and feature coefficients like ZCR, Spectral Centroid andMFCC.• Implemented a deep learning LSTM classifier using Tensorflow resulting in an AUC score of 0.97.