● Identified and mapped locations of stormwater storage and other related geographic features with deep learning, which facilitates water management for Chicago Metropolitan Agency for Planning● Improved model accuracy by 18% by automating model optimization and evaluation with Wandb

Machine Learning for Public Policy* Teaching Assistant for Computer Science with Application, Machine Learning for Public PolicyComputer Science with Applications I* Mentored 60+ students to help improve coding skills in Python, including regression, objects, and Numpy

● Built predictive model for adverse pregnancy events based on survey data by implementing causal inference and machine learning (logistic regression, GBM, random forest etc.) in Python and R, achieving 81% accuracy● Architected data pipeline to transform and load 20k home visit survey records into a ML model that enables timely update of pregnancy risk in an online database (ETO)

● Automated manual content database maintenance process with web scrapers and used NLP to identify relevant policy area of 1.5k marketing material for SEO enhancement and social media strategy● Managed official social media accounts, curated relevant events and trending policy areas, and created content for posts and podcasts to increase the school's engagement in policy discussions

- Wrote a thesis on the influence of One Child Policy on economic development in western China with RDD design- Constructed dataset, analyzed the causal relationship with R and presented on research conferences

- Taught a 30-student recitation for Intro to Psychology, receiving 4.63/5 point in course evaluation- Attended weekly seminar to discuss topics about how to teach from a psychology perspective

● Constructed dashboard for KPI tracking based on national-level marketing and financial data and drafted 15+ reports to support decision making of digital marketing strategy● Updated the most recent policy changes and medical findings in the industry for 3.5k+ healthcare professionals via 10+ infographics● Facilitated product launching, drafting brand plans, and supporting pre-launch marketing

● Conducted research to facilitate tenders, benchmark studies, and communication strategies, including media volume and KOL doctors in healthcare industry and B2B2C cases in chemical companies etc.● Engaged in holding 6 health seminars of an average scale of 60+ people in local communities, preparing questions and interviewing medical experts, coordinating with the press, and arranging following publicity● Processed 20+ financial and administrative applications, managing contracts and updating job budgets

● Participated in COVID-19 response project, sorted out data and analyzed economic impact of the pandemic on pan-Asian community, and translated government documents for Chinese-Americans with limited English proficiency● Applied for fundings and followed up with budget meeting request with city council members’ office● Researched policies and legislations, tracked city council bills, and did media scans for advocacy purpose, including public charge, workers' compensation and E-bike legislation● Drafted testimonies for City Council hearings, media advisory and press release for AAF's events, and prepared one-pagers for lobbying

- Tutoring in after-school program for kids from lower-income families in Chinatown, including math and ESL- Hosting information desk at NYU volunteer fair and introducing APFK to students and faculty