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  • Hi, my name is Kathryn Nguyen and I'm currently a junior at UC Berkeley.
  • I’m interested in using Data Science and GIS mapping tools to understand the Earth's climate patterns, ecosystem dynamics, and the impacts of human activities on our planet's health.

Kat Nguyen's Projects

datagood icon datagood

Comparing Linear and Polynomial Regression models to predict future CO2 levels.

eco-chatbot icon eco-chatbot

A chatbot developed using Rasa, a conversational AI platform, to improve a user’s knowledge of environmental issues/topics.

mapping-gpp icon mapping-gpp

A Google Earth Engine Web Application in JavaScript that maps gross primary productivity (GPP), allowing users to to visualize the spatial and temporal patterns of global terrestrial photosynthesis through remote sensing.

predicting-grades-ml icon predicting-grades-ml

Developed a machine learning model with an RMSE of 1.58 to predict student grades using linear and polynomial regression, random forests, and neural networks.

savebunnies icon savebunnies

A website that aims to teach users about proper rabbit care.

sort-it icon sort-it

A website showing the process of my Girl Scout Gold Award journey + resources on properly sorting waste.

tri-bin-game icon tri-bin-game

A player sorts trash into their respective bins (trash, recycling, and compost).

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