Python

Project Weather (Extras): Beyond AI - Building a Robust, User-Centric Dashboard

While Project Weather’s AI prediction model is a highlight, its true robustness lies in its meticulously designed infrastructure. This post explores the significant enhancements in data collection, multilingual support, dynamic data filtering, and UI/UX that elevate the application to a production standard, demonstrating a holistic approach to complex web development.

Weather Service Project (Part 3): Predicting the Future with AI and OpenWeatherMap

From data collection to dynamic dashboards, now it’s time to predict! This post explores integrating OpenWeatherMap’s 5-day forecast and building our own 1-day AI prediction model using historical data, all visualized in our interactive frontend.

Weather Service Project (Part 1): Building the Data Collector with Python and GitHub Actions or Netlify

We kick off our weather project by building the engine: a Python script that talks to an API, saves historical data, and runs daily thanks to GitHub Actions. I’ll share the tricks and challenges!