A sleek web app built with Flask, leveraging Gaussian Naive Bayes for instant, reliable loan approval predictions. Itβs deployed on Railway, ensuring seamless access for all.
π Key Features:
- User-Friendly Design: Simple loan application form with real-time validation.
- AI-Powered Insights: Predictions made using a trained machine learning model.
- Personalized Feedback: Tailored results based on your input.
- Error Handling: Intuitive error pages guide users effectively.
- Cloud Accessibility: Deployed online, fully containerized with Docker.
π§ Tech Stack:
- Backend: Python + Flask
- Frontend: HTML/CSS for clean and responsive UI
- ML Model: Gaussian Naive Bayes for classification
- Deployment: Docker for containerization and Railway for hosting
π How It Works:
- Fill out a simple form.
- Inputs are validated to ensure accuracy.
- The machine learning model predicts your loan status.
- Receive instant, personalized feedback.
π Highlights of Your Journey:
- Built an end-to-end machine learning pipeline.
- Gained hands-on experience in Docker and cloud deployment.
π Explore LoanEase:
Live Demo: https://lnkd.in/ed4P8gFG
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π α΄Κα΄ Κα΄α΄ ΙͺΙ΄α΄α΄ α΄ α΄α΄α΄ κ±α΄Ιͺα΄Ι΄α΄α΄, α΄Ι΄α΄ΚΚα΄Ιͺα΄κ±, α΄Κ α΄ Ιͺκ±α΄α΄ΚΙͺα΄’α΄α΄Ιͺα΄Ι΄? Κα΄α΄βκ± α΄α΄Ι΄Ι΄α΄α΄α΄βΙͺβα΄ Κα΄α΄ α΄ α΄α΄ α΄Κα΄α΄ α΄α΄Κα΄ α΄Κα΄α΄α΄ Ιͺα΄!
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