A Blog full of AI Projects
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 GitHubPython FastAPI with JWT Auth predicting house prices by Machine Learning using Linear Regression (v2)
19-April-2026
Python FastAPI with JWT Auth serving a Machine Learning Application Predicting House Prices using Linear Regression (v2) - 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
A Starter FastAPI + JWT Auth + 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 GitHubPython FastAPI with JWT Auth predicting house prices by Machine Learning using Linear Regression (v1)
18-April-2026
Python FastAPI with JWT Auth serving a simple Machine Learning Application Predicting House Prices using Linear Regression (v1) - hosted at Vercel Cloud using Serverless Functions
This version predict the house price by size and number of rooms and saves the model in pkl
A Starter FastAPI + JWT Auth + 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 GitHub.NET 8 Machine Learning used for tasting wine
17-April-2026
.NET 8 Console App for tasting wine using ML.NET with C#
Explore Artificial Intelligence and Machine Learning
This is a console application using Microsoft’s Machine Learning framework ML.NET for tasting wine
FastTree regression used to train the Model
The code at GitHub.NET 8 Machine Learning to predict global temperature
17-April-2026
.NET 8 Console App to predict the global temperature using ML.NET with C#
Explore Artificial Intelligence and Machine Learning
This is a console application using Microsoft’s Machine Learning framework ML.NET to predict the global temperatures
Singular Spectrum Analysis (SSA) model for univariate time-series forecasting using the method "ForecastBySsa" of the class "TimeSeriesCatalog" for training the Model
The code at GitHub