My Portfolio
A collection of my recent projects and deliverables.
2022 - 2023
Earth Observation Data Product for Carbon Credit Rating
Leading a Team in Developing Forest Monitoring Tools Using Spaceborne Imagery and Machine Learning: My Journey at BeZero Carbon.
2021
Forest Restoration Policy Accelerator: an Application of Natural Language Processing
If you've heard of ChatGPT, you may know that it's an application based on Natural Language Processing (NLP). While at the World Resources Institute, I led a prototyping project that used the GPT-3 model to develop a sustainability application for the forest restoration sector. This is my story of how we leveraged NLP techniques to address sustainability challenges.
2021
Monitoring Socioeconomic Well-being from the Space: a Deep Learning Application on Social for Good
Monitoring human well-being from the space: can satellite images help us determine the level of community development?
​
2021 - 2022
Socioeconomic Research: How farmland restoration benefit local communities' socioeconomic well-being?
A research reveal the potential socioeconomic benefit from farmland restoration and tackling the challenges of socioeconomic monitoring.
2021
How can a refined recommendation system help you improve decision making process? An application refine the Yelp start rating system.
A capstone project of my The Data Incubator fellowship. I used NLP sentiment classification and opinion mining to refine the Yelp star rating recommendation system. The web-based app provides more precise recommendations for users to make decisive choices on where to eat.
​
​
2020
PhD Thesis PPT
Under construction -- check back soon!
​
​
2020
Other OSU/UH Pubs
Under construction -- check back soon!
​
​
2010
Wuhan Campus Map
Under construction -- check back soon!
​
​
