Projects
Projects done during Columbia's FinTech Coding Bootcamp.
Spotify Popularity Predictor
- Developed a music-industry tool to determine an artist's potential for success — predicted a song's likelihood of breaking into the Spotify top 50 in the USA with 75% accuracy, aimed at discovering the next big thing in music.
- Core responsibilities: data cleaning, EDA, machine learning models, compilation.
Python · Pandas · NumPy · hvPlot · scikit-learn · Spotify API · Jupyter Notebook
github.com/AndrewRBader/CU-Fintech_Project-2 →
Estate Planning dApp
- Built a Streamlit user interface that lets users register cash and asset distributions on the Ethereum blockchain, then prints receipts upon execution.
- Core responsibilities: Streamlit frontend, "cash distribution" backend logic, compilation.
Python · Web3.py · Solidity · Streamlit
github.com/AndrewRBader/Project3_CU-fintech →