File size: 1,318 Bytes
09de982 5452dc2 09de982 f96cc05 d69b07a f96cc05 d69b07a f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 09de982 f96cc05 5452dc2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 | ---
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](https://github.com/TRavi8688) | [LinkedIn](https://linkedin.com/in/t-ravi-kumar-038a3b345)
---
## ❄️ ICE — Predict Smart. Decide Better. |