Instructor for the first year UG Introduction to Electrical Engineering Lab (ELP101)- Helping students with basic electrical and electronics equipment like DSO, function generator, and transformer.- Guiding students in performing experiments.- Evaluating student experiment reports.

Advisors: Dr. Manish Sharma & Prof. Rajendra U. Acharya- Worked on developing machine learning models for the automation of sleep stage classification and sleep disorder identification.- Primarily utilized single-channel EEG signals (C4-A1 & F4-C4) to carry out the study. - An optimal bi-orthogonal wavelet filter bank was employed for wavelet decomposition.- Hjorth parameters, norm, and wavelet Entropy were used to compute features from the subbands of EEG signal epochs.- Digital Signal Processing (DSP) lab, IITRAM

- Set up the foundations for MATLAB, biomedical signal processing, and machine learning