I'm a Data Engineer who loves building software. I write about engineering data pipelines, automating workflows, and the tech stack I use to build intelligent systems.
Processing gigabyte-sized satellite imagery isn't magic it's engineering. From 'pixel assembly lines' to two-speed architectures, unpack the 4 critical design patterns that turn a simple AI model into a scalable geospatial platform
January 4, 2026The FINARA system is one such integrated platform for retail and warehouse management. At first glance, it looks like a clean, modern tool for day-to-day operations. However, a deep dive into its technical documentation reveals a surprising level of sophistication. We found several powerful capabilities typically reserved for much larger, more expensive enterprise systems. Here are the four most impactful takeaways from our analysis.
January 2, 2026Why does a 'VLM-only' approach fail on complex documents? Discover how we built a robust Hybrid OCR pipeline for Indonesian Family Cards (KK). This article breaks down the architecture of combining YOLOv8 for layout detection and Gemini for text extraction to solve real-world digitization problems
January 1, 2026We’ve all stood in front of the recycling bin, holding an item and wondering, "Does this go here?" The challenge of correctly sorting organic from recyclable waste is a common, everyday problem. A sophisticated Deep Learning project now offers a high-tech solution, revealing three impactful takeaways about how teaching an AI to "pay attention" can solve this messy, real-world problem
December 31, 2025