israelcodes.hashnode.devBuilding a Full ML Platform on GCP: The Complete Reference ArchitectureBuilding a Full ML Platform on GCP: The Complete Reference Architecture Introduction If you're building machine learning at scale in Google Cloud Platform (GCP), you need more than just a trained model. You need a complete ML platform that can handl...Jan 15·8 min read
israelcodes.hashnode.devSolving the Traveling Salesman Problem with Graph Neural Networks: A Complete Python TutorialSolving the Traveling Salesman Problem with Graph Neural Networks: A Complete Python Tutorial Have you ever wondered how delivery companies like UPS or Amazon optimize their routes to save millions of dollars in fuel costs? The answer lies in solving...Jan 13·9 min read
israelcodes.hashnode.devSolving the Vehicle Routing Problem with Graph Neural Networks: A Complete GuideSolving the Vehicle Routing Problem with Graph Neural Networks: A Complete Guide Every day, companies like Amazon, UPS, and DoorDash face a massive challenge: how do you efficiently route thousands of delivery vehicles to serve millions of customers?...Jan 13·12 min read
israelcodes.hashnode.dev🧱 Building a Smarter RAG Pipeline on Azure: From FastAPI to GraphRAG (Part 1)Retrieval-Augmented Generation (RAG) is already transforming how organizations search internal knowledge — but most tutorials only show simple, toy examples. In this series, I walk through how I built a real-world RAG pipeline on Azure, combining: F...Nov 24, 2025·3 min read
