San Francisco Bay Area
Working on international supply chain problems.
I have all the memes
•Built an image recognition web app for converting facial expressions to emoji. •Utilized Python, SciKitLearn, and openCV to build a predictive model for facial expression classification. Explored constraints for real-time emoji classification. • Developed web interface via Flask and Bootstrap, and deployed to AWS via nginx and gunicorn.
• Utilized signal processing and spectral analysis methods to analyze neural recordings collected from human neurosurgery patients implanted with deep brain electrodes and performing memory tasks. • Discovered novel frequency-specific predictors of memory success. • Utilized MATLAB and UNITY3D to design and code 10+ experiments for human eyetracking and virtual environment research projects conducted with epilepsy patients implanted with electrodes. • Designed and coded closed-loop brain-machine interface experiment for real-time detection of signals associated with poor memory, and application of deep brain stimulation for memory modulation. Project was part of the effort to build a memory-restoring brain prosthesis (DARPA Restoring Active Memory program). Co-first authored findings in a paper currently under review at Nature Neuroscience. • Developed and deployed the signal processing and filtering portion of the lab’s data preprocessing pipeline. Assisted with design of pipeline architecture. Administered lab Subversion repo.
Developed unit testing infrastructure to maintain the MATLAB code pipeline. Streamlined and organized codebase for preprocessing MRI data.