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Shawn Liu's Projects

league-of-dashboards icon league-of-dashboards

Applying data modeling in MySQL to build an ETL pipeline from the Riot API, resulting in a dashboard built in Dash that displays player stats to be used as a means of improving one's own gameplay.

league-of-legends-pca icon league-of-legends-pca

Includes data analysis from matches pulled from kaggle and pca clustering of all champions.

lstm-stock-predictor icon lstm-stock-predictor

Using past price data and sentiment analysis from news and other documents to predict the S&P500 index using a LSTM RNN. Idea replicated from https://arxiv.org/abs/1912.07700 and https://arxiv.org/abs/1010.3003.

nfl-sports-betting icon nfl-sports-betting

Model created to predict outcomes of nfl games with the goal of making bets to win money!

pyrebase icon pyrebase

A simple python wrapper for the Firebase API.

ragas icon ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

steam-webscrape icon steam-webscrape

Scraping video game data off Steam and determining the features that go into a price of a game.

tennis-matches icon tennis-matches

Repo for all data and scripts relating to research project that predicts the outcomes of tennis matches.

webscrape icon webscrape

webscrape of the first twenty pages of games on sale on steam

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