Analysis of hippocampal oscillations in epilepsy patients• Developed custom codes for detecting ripple, beta burst, and theta phase-coupling• Performed wavelet and statistical analysis on iEEG data gathered from epilepsy patients

Design and implementation of an online mood classifier using a commercial EEG acquisition devicefor gaming applications.• Collected and analyzed neurophysiological data (EEG) from participants.• Implemented real-time feature extraction and fusion from multiple signal sources.• Implemented real-time classification of cognitive and attention parameters (arousal and valence)• Provided technical reports on data collection, curation, and analysis for publication and… Show more Design and implementation of an online mood classifier using a commercial EEG acquisition devicefor gaming applications.• Collected and analyzed neurophysiological data (EEG) from participants.• Implemented real-time feature extraction and fusion from multiple signal sources.• Implemented real-time classification of cognitive and attention parameters (arousal and valence)• Provided technical reports on data collection, curation, and analysis for publication and patentregistration.• Conceptualized, designed, and prototyped a brain-machine interface tailored for gaming apps.• Conceptualized and designed a neurofeedback system, including real-time visualization forcognitive enhancement Show less

Characterizing oral and nasal breathing patterns using EEG• Collected and analyzed neurophysiological data (EEG) and bio-signals (e.g. lung volume) from participants using time-frequency analysis and signal processing techniques (e.g. wavelets, etc.)

Patch-clamp lab Hands-on experience with in-vitro neurophysiology • Performed sharp intracellular recordings from snail ganglion cells• Performed in-vitro patch-clamp recording from CA1 hippocampus cells in mice• Developed custom codes for EPSP and spike analysis and burst detection

• Implemented algorithms for power-line communication (PLC) for smart distributed lighting control• Participated in the design and prototyping of a power line adaptor for modulation and demodulation of control signals