Portfolio

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Mobile App Design

Model Building: Parking Demand Prediction in Seattle

R markdown of model building process for parking demand prediction in Seattle.

Mobile App Design: ParkFinder

Wireframes of the mobile app with parking reservation and administration service.

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Web App Development

Hydrant Management Platform

Web App development for hydrant management in philadelphia.

Urban Facility Evaluation Platform

Spatial distribution visualization of urban facility in Shanghai.

Pricing Tool for Airbnb Host in New York

A data visualization platform for New York Airbnb host.

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Data Analysis & Visualization by Python

Hospitality in Era of Airbnb

Exploratory analysis of New York Airbnb.

Investigation on Shared Vehicles

Urban transport investivation on shared vehicles.

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Machine Learning Project by R

Prioritizing Fire Hydrant Inspections

Help improve the inspection efficiency of hydrant in Philadelphia.

Space-Time Prediction of Bike Share Demand

A space-time ridershare prediction model was built to help indego(Philly’s official bike share provider) understand demand for bike share.

Geospatial Risk Modeling - the Robbery Crime

A geospatial risk model was built using the robbery crime data in order to better prevent robbery risk in Chicago.

Home Sale Price Model Proposal

Predict home sale price for Zillow(the leading real estate marketplace in the U.S) in San Francisco.

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Spatial Analytics

Analysis of Urban Built-Up Area in China

Explore the expansion and contraction area in China.

Urban Growth VS.Development Suitability

Search suitable lands for pennsylvania urban growth.

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Urban Planning & Design

Portfolio of Urban Planning & Design

Selected urban design & planning works from 2014-2018.

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