Alexa Echo Devices

Developed computational infrastructure for imaging hippocampal memory with behaving animals in virtual reality environments to investigate replay memory.

Conducted the development of novel behavioral tasks for experimental animals to perform.

Developed neural computation methods and data analysis techniques for decoding imaging data of neural activity.

Improved and added features to the Smart Recommendation System, an ML application project in the AWS Support team.

Developed an evaluation system to measure the performance and relevance of the recommendation results.

Worked on the Impact.DS: Thousand Currents project under Professor Anthony Suen. Our project was to work with Thousands Currents, a nonprofit organization, to build the technical infrastructure that would enabled them to achieve their philanthropic goals. Built a functioning database that allowed them to work with simple analytics in an easy manner that supported data visualizations and forecasting/machine learning.

Tasks included data cleaning, data analysis, formulating and testing hypotheses using statistical models.