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Python FastAPI with JWT Auth predicting house prices by Machine Learning using Linear Regression and logs Predictions by PostgreSQL (v3)
20-April-2026
Python FastAPI with JWT Auth using PostgreSQL serving a Machine Learning Application Predicting House Prices using Linear Regression (v3) - hosted at Vercel Cloud using Serverless Functions
This version predict the house price by size, number of rooms, year built, location and condition and saves the model in pkl. In this version the predictions are saved in a PostgreSQL database hosted at Neon
A Starter FastAPI + JWT Auth + PostgreSQL + ML + Linear Regression + Predicting house prices + OpenAPI / Swagger - secured by HTTPS
During the development process, I used ChatGPT for assisting with code generation and Github Copilot for code inline suggestion
DevOps by VS Code + GitHub + Vercel Cloud
The Web API at GitHubAI - Machine Learning - Deep Learning - RAG