The latest articles on DEV Community by DarkJuan (@juanpacol). https://dev.to/juanpacol https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4054297%2F864a2c12-b35a-426f-89e6-1672799af2f5.jpg https://dev.to/juanpacol en DarkJuan Sun, 09 Aug 2026 16:15:49 +0000 https://dev.to/juanpacol/predictive-ai-in-action-engineering-a-real-time-dashboard-for-canadian-fleet-optimization-1bmm https://dev.to/juanpacol/predictive-ai-in-action-engineering-a-real-time-dashboard-for-canadian-fleet-optimization-1bmm <p>After completing Codeboxx's AI for Developers certification, I engineered a full-stack operations platform for Rocket Elevators that monitors 45,000+ elevators across Canada in real-time.</p> <p>This case study walks through how I integrated predictive risk scoring, multi-agent NLP, and real-time data pipelines into a production system. You'll learn about the architecture decisions, the tech stack (Go, Python, PostgreSQL), and how to move from prototype to 100% accuracy in routing.</p> <p>Whether you're building AI systems or scaling infrastructure, this breakdown will show you what enterprise-grade implementation actually looks like.</p> <p>Repo: <a href="https://github.com/Juanpacol/rocket-elevators-dashboard" rel="noopener noreferrer">https://github.com/Juanpacol/rocket-elevators-dashboard</a></p> ai architecture backend python