Utilizing Spike2 for EEG and EMG data collection and analyzing data using MATLAB, including decoding EEG signals
Conducting clinical research involving Parkinson's patients, assessing motor skills through EEG, EMG, and TMS
Preparing manuscripts for publication and delivering oral and written presentations
Future work will involve studying conscious and unconscious movements in patients with functional movement disorders
Undergraduate Researcher in Brain-Computer Interfaces
King Lab - University of California, Irvine
06.2024 - Current
Professor Christine King
Exploring efficient methods for detecting and improving P300 signals in EEG-based brain-computer interfaces (BCIs)
Optimizing hardware, software, and analytical methodologies to enhance P300 signal detection and reduce noise interference
Investigating advanced filtration techniques, including spatial and temporal filtering, to improve the accuracy of P300 waveform detection and analysis
Working on integrating these improvements into BCI applications, such as enhancing the functionality of a P300 speller to refine overall BCI performance
Researcher, Caltech First-Year Success Research Institute
Yang Lab and Bronner Lab - California Institute of Technology
07.2023 - 09.2023
Professor Changhuei Yang and Professor Marianne Bronner
Developed innovative sex identification methods for chicken embryos using laser speckle contrast imaging, LED imaging, and AI analysis
Validated hypotheses through PCR, gel electrophoresis, and gonad examination
Aimed to address the yearly culling of 7 billion male chicks by improving identification methods
Researcher, UCI COSMOS Program - University of California, Irvine
07.2021 - 08.2021
Conducted research on brain-computer interfaces (BCIs) for mind-controlled word spelling
Analyzed event-related potentials (ERPs), focusing on the P300 response in EEG data
Compared spelling accuracy using icon-based versus letter-based P300 spellers with four subjects
Explored various BCI types and their applications in neuroscience, including aiding individuals with Parkinson's disease
Clinical Undergraduate Research Assistant at Rutgers-Princeton Center for Computational Cognitive NeuropsychiatryClinical Undergraduate Research Assistant at Rutgers-Princeton Center for Computational Cognitive Neuropsychiatry