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080bct12/insurance-premium-predict-fastapi

By 080bct12

•Updated about 1 year ago

An End-to-End Machine Learning-Powered Insurance Premium System

Image
Languages & frameworks
API management
Machine learning & AI
0

934

080bct12/insurance-premium-predict-fastapi repository overview

🚀 End-to-End Machine Learning-Powered Insurance Premium System: FastAPI + Docker + AWS EC2 + Streamlit UI

It is part of my learning journey in deploying production-ready ML systems using modern backend frameworks and cloud infrastructure.

  • 🧠 Building a machine learning model (Random Forest) for insurance premium prediction
  • 🧩 Integrating the model into a FastAPI backend to expose prediction APIs
  • 🐳 Containerizing the application using Docker for portability ( easy deployment and consistency across environments.)
  • ☁️ Deploying the service on AWS EC2 to make it globally accessible

Tag summary

Content type

Image

Digest

sha256:1c583ded8…

Size

220.5 MB

Last updated

about 1 year ago

docker pull 080bct12/insurance-premium-predict-fastapi