1. Initiate research project with the help of Dr. Amir Feder at Columbia University2. Develop prompting strategy for ChatGPT on generate counterfactuals based on a causal graph3. Generate counterfactual senator tweets and speech as if they come from a senator of another identity with ChatGPT and analyze their political ideology.

1. Collaborate with a team of 9 peers working on the Emotion Classifier Project under Prof. Cecilia Aragon2. Program in Python with the UW Hyak supercomputer to classify emotions with a 672 GB text dataset3. Lead a team of 5 peers researching how text characteristics (like capitalizations, exclamation marks) are related to sentiments 4. Work within the Data Visualization team to use Tableau and Seaborn to visualize inter-rater reliability in the Emotion Classifier Project.

EmojiCloudWork with Dr. Yunhe Feng on developing a Python word cloud tool for emojis. Everyone can use it through pip install EmojiCloud. Our paper has been accepted at the 5th International Workshop on Emoji Understanding and Applications in Social Media (EMOJI@NAACL 2022).Intelligent Agent - Personal Shopper1. Based on the research of stakeholders, develop detailed user personas and various scenarios and perform a preliminary literature review to provide information for the product development cycle.2. Extract advanced concepts about cellphone functions and artificial intelligence to provide information for project direction and decision-making process.3. Submit small demos and updates at weekly group meetings, manage tasks through JIRA, develop project boards, and coordinate with other members to formulate agenda based on key initiatives.