Analysis and Forecast of the U.S. Energy CO2 Emissions
Machine Learning, Time-Series Analysis
Python
Climate and Energy
World CO2 Emissions Visualization
Interactive Online Dashboard
Python with Panel/Hvplot
ESG Score Webscraping of S&P 500 Companies
BeautifulSoup, API
Stored into a Complete Excel Dataset
How Energy Scandal Affected Automobile Companies
Machine Learning, Time-Series Analysis
Python
CO2 Emissions Reduction Advice for Automobile Clients
Excel, Data Analysis
CDP Database, Consulting Service
Changing Climate & Consumer Behaviors
ABM Simulation Model
Undergoing
Ocean Warming and Habitat Degradation around the Gulf
Geospatial Analysis, Multi-dimensional Data of Sea Surface
ArcGIS
Mapping Air Pollution PM2.5 Exposure in California
Geospatial Analysis
ArcGIS
Mapping Cougar Habitat Location
Geospatial Mapping and Comparison
ArcGIS StoryMaps
Fossil Exploration by Remote Sensing
Raster Analysis
ArcGIS Image for ArcGIS Online
Finance, Risk, and Business
Customer Segmentation and Picture of Ideal Customers
Machine Learning, Clustering
Python
Credit Risk Modeling of Consumer Loans
Complete Modeling Process of PD, LGD, EAD
Python
Stock Portfolio, VaR and CVaR
Monte Carlo Simulation
Python
Customer Analysis and Marketing Solutions
Data Visualization
Tableau
Financial Report Dashboard
Data Visualization
Tableau
Analyze and Predict the Success of a Movie
Machine Learning, Regression and Classification
Python
Database Design of a Flight Booking System
Database
MySQL Workbench
Marketing Decision for an ECommerce Company
Machine Learning, Regression
Python
Classification of Yelp Reviews
Natural Language Processing
Python
Social Sciences
Analysis of International Debt Statistics
SQL Query
PostgreSQL
World Development Trend in 200 Years
Data Visualization, Tableau
Work Inspired by Hans Rosling of the Gapminder Foundation
Use Satellite Data to Map Land Cover Type
Landsat Explorer App, ArcGIS Online, ArcGIS Living Atlas
ArcGIS Pro
Measure Land Cover Change
Geospatial Analysis
ArcGIS Pro
US Agriculture Exports
Choropleth Map, Interactive Visualization
Python Plotly
Map Building Footprint
Geospatial Analysis
ArcGIS Image for ArcGIS Online with Deep Learning Models
Process Drone Data to Model a Construction Project
Drone Data and Imagery Creation
ArcGIS Drone2Map
A Virtual Bookshelf
Web Development
Flask, SQLite Database
Sustainable Development
Mining Landscape Research and Sustainability Planning
Western Ghats, India and Shanxi Province, China
Published on Leading Landscape Architecture Journals
Metal Mining and Water Excess in Western Ghats, India
Conducted Multi-disciplinary Research
Research, Field Trip, Collaboration with Abroad Universities
Coal Mining and Water Shortage in Shanxi Province, China
Advised Sustainability and Resilience Development Solutions on Natural Resources Depleted Regions
The Triborough Line - NYC Fourth Regional Plan
Resilience Planning
ArcGIS, Adobe Suite
Urban Design in the Greater Bay Area
Led Resilience Planning and Team Coordination Work
AutoCAD, Rhino, ArcGIS, Adobe Suite
Riverfront Landscape Planning and Design
Led Graphics and Sustainable Design Solutions
AutoCAD, Rhino, ArcGIS, Adobe Suite
4300 Acre Capital Garden Master Planning
Provided Project Administrative Support
Site: Cairo, Egypt
Built Environment
Prairieland of Bridgeland Master-planned Community
Construction Documentation
AutoCAD
Wetland Water Purification Park
Concept Design, Water System Design
Rhino, Lumion, Adobe Photoshop
St.George Place Master Plan and Streetscape
Urban Planning and Design
Sketchup, Adobe Photoshop and Illustrator
Streetscape Construction
Construction Documentation
AutoCAD
Spring Branch Trail Special District Study
Urban Design and Research
AutoCAD, Adobe Illustrator
Lone Star College Noble Garden
Sketch, Contruction Documentation
AutoCAD