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Insights on building production AI systems — from edge deployment to RAG pipelines.

8 min read

How We Built a Medical AI System That Runs on 7GB of RAM

A deep dive into building ShyldAI — a 6-node ROS2 system for hospital operating room monitoring, deployed on NVIDIA Jetson Orin Nano with just 7GB of memory.

Edge AIROS2Medical AIJetsonComputer Vision
7 min read

Building Autonomous Robot Navigation from Scratch with ROS2 and Isaac Sim

How we designed a 4-service microservice architecture for autonomous object tracking and navigation using ROS2, NanoOWL, NVSLAM, and Nav2.

RoboticsROS2Isaac SimNavigationDocker