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Felicity Bui's Projects

foodmart-operation-management icon foodmart-operation-management

My database system design and SQL queries provide a robust framework for managing data across stores to assist operation and supply chain management.

java-mini-projects icon java-mini-projects

This repository houses some Java algorithms that I wrote in a simple text editor!

option-pricing icon option-pricing

This project uses Black Scholes model to assist option sellers in determining rational prices for the options.

sea-level-rise-prediction icon sea-level-rise-prediction

Driven by my passion for ESG, this project "Rise & Forecast," is dedicated to predicting sea level rise based on temperature changes and Shared Socio-economic Pathways (SSP).

stock-price-prediction-sentiment-analysis icon stock-price-prediction-sentiment-analysis

In this project, I applied sentiment analysis using a statistical machine learning model to capture the correlation between the tweets extracted from Twitter and stock’s price market movements. My exploration sought to answer if daily stock prices behave in response to a positive, neutral, or negative sentiment scoring of respective tweets

tinder_of_food icon tinder_of_food

This project is a Flask interactive web application that displays a map of New York City and allows users to query it, along with a recommendation algorithm that matches suppliers to restuarants. The application uses a combination of Python, html, css, and Javascript. The data is stored using Apache Spark and MongoDB.

value-at-risk-var icon value-at-risk-var

This project leverages the Monte Carlo simulation to model and analyze the stock performance of five major tech companies.

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