A newer version of the Gradio SDK is available:
6.6.0
metadata
title: ICE — Intelligent Credit Evaluator
emoji: ❄️
colorFrom: gray
colorTo: blue
sdk: gradio
sdk_version: 5.35.0
app_file: app.py
pinned: false
❄️ ICE — Intelligent Credit Evaluator
"In a world full of uncertainty, ICE brings clarity to credit decisions."
ICE is a cutting-edge AI model that helps users predict whether their loan will be approved — but it doesn't stop there. With probability scores and risk analysis, ICE acts as a smart lending advisor.
🚀 Features
- ✅ Predict Loan Approval (
Loan_Status) - 📊 Confidence Score (Approval Probability)
- ⚠️ Risk Category: Low / Medium / High
- 💡 Minimal input, maximum insight
🛠 Pipeline
User Input ➡ Preprocessing ➡ Model Prediction ➡ Risk Scoring ➡ Output
📦 Tech Stack
- Python 3.10+
- XGBoost / Scikit-Learn
- Gradio UI
- Deployed on Hugging Face Spaces
🔒 Privacy
All predictions are processed live in memory — no data is stored or shared. Your privacy is respected.
✨ About the Author
T. Ravi Kumar
🧠 AI Enthusiast & Data Scientist
📧 travikumartravikumar00@gmail.com
🔗 GitHub | LinkedIn