Portfolio

Strong 2nd Place in Esri’s Intern Hackathon 2021:

TransitHero - Hacking the Way to Transit Equity

Responsibilities: I mainly worked on the hackathon idea and the predicted analytics section of the project. Successfully trained a machine learning model with multidimensional data and forecasted future bike demand in the DC area.

Predictive Modeling with R Programming

Predicting Bikeshare Trips in NYC

Responsibilities: Collaboratively worked in a team of 3. I focused more on the data cleaning part and model training & comparison part.

Forcast New Construction Permits in Philadelphia

Machine Learning and Deep Learning in Remote Sensing

Land Cover Classification and Identification

Responsibilities: Mainly responsible for the training and evaluation of SVM model, and the two CNN models.

Geospatial Analysis with ArcGIS

Social Vulnerability to Sea Level Rise on the Rhode Island

Data Wrangling and Data Visualization with Python and HTML

Selected Works in Transporation Planning, Urban Design and Urban Studies

Urban Planning & Multimodal Planning

Sea Level Rise Studio Responsibilities: Mainly Responsible for the Island-wide Road Infrastructure Protection in Face of Sea Level Rising here.

A Study on Commuting with Public Transit

Urban Design & Urban Studies

Revamp the Edge