• Designed and implemented webpages for an AI product that monitoring distances between people during the pandemic with Django.• Worked with a group to implement APIs that connected to SQL database.• Designed and implemented user interfaces for an Android app with Android Studio.

• Implemented and analyzed machine learning algorithms such as DQN, A3C, and PBT with Pytorch.• Led a group of 3 interns to complete the project of adding value iteration network into population based training algorithm and analyzing its performance, which contributed to improve the performance of project that trained artificial intelligence to play Texas Hold'em.• Implemented a maze environment with python to compare the performance of AI developed by solely population-based training algorithm and the performance of AI developed by population based training algorithm with value iteration network.