This is the start of a practical blog focused on edge intelligence, robotics, and the systems thinking behind reliable products.

In upcoming posts, I will share:

• Design patterns for embedded AI deployments
• Lessons learned from robotics research and product engineering
• Practical tooling for sensors, ML pipelines, and inference optimization

If there is a specific topic you want covered, reach out through the contact section.