Dec 6, 2025 · 10 min read · I am building an API because I don’t have time or the energy to build out a full application for my crew. Before I jumped off the deep end on building a Flask API, I first did the blog tutorial found in the documentation. The reasoning was to get use...
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Nov 19, 2025 · 2 min read · I just shipped SongHit Predictor — an end-to-end ML system that predicts whether a song will become a Spotify "banger" (>60 popularity) using only metadata. Live demo (Docker): curl → 99.2% hit probability on a fake 2024 pop single GitHub: https://gi...
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Jun 30, 2025 · 3 min read · Deploying a Flask API to AWS EC2 Using Docker and GitHub Actions for CI/CD Pipeline A complete walkthrough on building, containerizing, automating, and deploying a Flask REST API to AWS EC2 using Docker and GitHub Actions. 🧭 Introduction In this ...
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Jun 19, 2025 · 3 min read · If you’re building a full-stack app with Flask, one of the first skills you’ll need is CRUD — Create, Read, Update, and Delete. These four operations form the foundation of any backend API, and with Flask-RESTful, you can organize your routes in a cl...
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Mar 10, 2025 · 3 min read · Flask is a lightweight and powerful web framework for Python, making it easy to build web applications and APIs. If you're new to Flask, this guide will help you understand the basics, key features, and hands-on projects to get started! 🏗️ 🔥 Why U...
Join discussionMar 5, 2025 · 4 min read · Building an Interactive Network Map Visualization Tool Network visualization is a critical aspect of modern network management. Being able to see your network infrastructure laid out visually helps engineers identify issues, plan expansions, and expl...
Join discussionOct 11, 2024 · 4 min read · 📝 Project Background Hand gestures can serve as intuitive and efficient remote commands for controlling various devices and systems, especially in environments where physical touch is impractical or impossible. By developing accurate gesture recogni...
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Oct 5, 2024 · 3 min read · To send you a message when a system reaches its limit, we can update the Flask app to check for these conditions and send alerts. I'll add a simple way to log a message when certain limits are passed. Modified Flask Application with Notifications: fr...
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Jul 24, 2024 · 4 min read · Building an API from scratch is time consuming so I decided to create a template for more time building and less time configuring. Here's a run through of how it works. We will be working with Python, Flask, SQLalchemy, Marshmellow, PostgreSQL, and U...
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