https://github.com/narendhiran-dev/predictive-analytics-for-repayment-predictions
A machine learning API built with Python, FastAPI, and Scikit-learn to predict borrower repayment risk based on historical payment data. A FinTech risk assessment system that uses a Random Forest model to predict a borrower's future repayment behavior and serves the prediction via a REST API.
https://github.com/narendhiran-dev/predictive-analytics-for-repayment-predictions
data-science fastapi fintech loan-prediction loan-prediction-analysis machine-learning machine-learning-algorithms predictive-modeling python random-forest random-forest-classifier random-forest-regression rest-api risk-assessment scikit-learn scikit-learn-api scikit-learn-python
Last synced: 4 months ago
JSON representation
A machine learning API built with Python, FastAPI, and Scikit-learn to predict borrower repayment risk based on historical payment data. A FinTech risk assessment system that uses a Random Forest model to predict a borrower's future repayment behavior and serves the prediction via a REST API.
- Host: GitHub
- URL: https://github.com/narendhiran-dev/predictive-analytics-for-repayment-predictions
- Owner: narendhiran-dev
- Created: 2025-06-17T12:18:15.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-06-18T07:38:05.000Z (4 months ago)
- Last Synced: 2025-06-18T08:33:12.251Z (4 months ago)
- Topics: data-science, fastapi, fintech, loan-prediction, loan-prediction-analysis, machine-learning, machine-learning-algorithms, predictive-modeling, python, random-forest, random-forest-classifier, random-forest-regression, rest-api, risk-assessment, scikit-learn, scikit-learn-api, scikit-learn-python
- Language: Python
- Homepage: http://127.0.0.1:8000/docs
- Size: 10.7 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md