Welcome to my Data Science Portfolio
Recent Projects
Project 5: Premier League Home Win Predictor
The goal of the project is to leverage machine learning to make money from sports betting. I started by collecting Premier League soccer game data from https://www.football-data.co.uk/englandm.php.
After cleaning and wrangling the data, several machine learning models trained with Scikit-learn and evaluated based on profitability. The most profitable model was deployed to a web app along with a light data exploration
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Project 4: 5 Star Restaurant Review Classifier
Scrapped restuarant reviews along with their ratings were scrapped of Trip Advisor. Built a model using Tensorflow and tuned its hyperparameters with WandB (Weights and Biases) Built a client facing Streamlit web app deployed through heroku that makes API calls to Flask server hosted on Google Cloud Run Link to GitHub Repository
Link to Web App
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Project 3: Financial Dashboard and Sentiment
This web app is comprised of three different dashboards:
Stock Financials and Fundementals Wall street bets and twitter sentiment analaysis Twitter Sentiment Analaysis Link to GitHub Repository
Link to Web App
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