Ester Tsai

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M.S. Data Science @ Columbia University
B.S. Data Science @ UC San Diego

Email: tsaiester@gmail.com

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Data Science Project Portfolio


Deep Learning - Diffusion Models


Diffusion Model Scene Representation


Reverse Diffusion on 2D Swiss Roll Data


Machine Learning - Predictive Forecasting


Amazon Risk Analysis and Forecast


Machine Learning - Natural Language Processing


Amazon Fake Review Classification


Automation


Power Automate Web Vitals Tracker


EEP Database Management Task Automation


Dashboard & Visualization


Chula Vista Building Permit Data Dashboards


Interactive Visualizations Using JavaScript D3.js


Data Analysis


Algorithmic Trading for Gold and Gold Miner ETFs


Old Projects


DataHacks 2021: Bitcoin Ransomware Classification