Kickstarter Project

I built a Kickstarter Success & Funding Prediction solution that combines machine learning and interactive deployment to help creators assess the potential of their campaigns before launch.

Project Highlights:

Regression (LightGBM): Predicts pledged funding amount.

Classification (Decision Tree): Estimates the likelihood of campaign success.

Feature Engineering: Log transformations, clustering, one-hot encoding.

Interactive Deployment: Streamlit app for real-time predictions.