- Developed signal processing algorithms to denoise and classify neurophysiological waveforms for use in intraoperative neuromonitoring. Experienced with EEG and EMG signal analysis including wavelet denoising, support vector machines, and heuristic algorithms- Led human subject testing for a neural stimulation and recording device to optimize stimulation paradigm- Developed computational modeling pipeline for in silico studies of nerve cross stimulation

- Developed and optimized automated computational modeling pipelines for peripheral nerve stimulation (ASCENT) using Python and Java- Conducted dose response analyses and characterized fascicle activation thresholds for various electrode cuff geometries

- Developed a geometric deep learning system (DANNCE) to quantify naturalistic animal behavior for motor pathology studies

- Developed cost effective 3D printed limbs for children with polio-related limb loss- Used Fusion360 and CAD for a more efficient production process than molding- Created fundraiser pitch video and revamped social media account to increase awareness and fund 3D printers

- performed assays with endothelialized collagen engineered blood vessels- used ImageJ to analyze trends in cell proliferation/morphology- utilized a microstrain analyzer to calculate elastic modulus of various cellular scaffolds