About Me

I am interested in solving spatial, urban and transportation related issues with GIS, machine learning and big data analytics.

Currently I am looking for intern and full-time position regarding transportation data scientist and GIS analyst.

My goal is to make transportation system more accessible, equitable and sustainable.

Big Data Analytics



Evaluating Miami-Dade Transit’s On-time Performance

Skills: Python, Data Visualization, Statistical modeling, Tableau
Paper Report

Bus on-time performance prediction based on machine learning models

Skills: Python, Linear Regression, Decision Tree, Random Forest, SVM, XGBoost
Paper Report

Landslide identification using machine learning with generative adversarial networks

Skills: Python, KNN, Logistic Regression, Decision Tree, Random Forest, GAN
Paper Report

Sentiment Analysis of COVID-19 Vaccination of United States

Skills: Python, Sentiment Analysis, Spatial Analysis, Data Visualization

EuroSAT Land Use Classification using Deep Learning

Skills: Python, CNN, keras, tensorflow

House Price Prediction in Boulder

Skills: R, OLS regression

Predict Heroin Overdose Spatial Distribution

Skills: R, Poisson Regression, Spatial Lag
YouTube video




Transportation Planning

Bus fleet electrification and e-bus charging station planning

Skills: Python, GTFS data wrangling, Optimization, GIS

Spatial accessibility to the COVID-19 testing sites in NYC

Skills: GIS, GTFS data wrangling, accessibility measurements

Chinatown Pedestrain and Bicycle Plan

Skills: Photoshop, Illustrator, InDesign




Spatial Analysis

Planning Location of Mobility Hubs in Gainesville, FL

Skills: ArcGIS Online, Module Builder, Python, ArcGIS Pro

Lake extraction and classification in Tibet

Skills: Arcpy, GIS, Remote Sensing

Web Application

Rocky mountain national park travel map

Skills: JavaScript, HTML, CSS
Github

Winter Olympic history map

Skills: JavaScript, HTML, CSS
Github