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An app showing real-time object detection with 3D models overlaid on a live camera feed.

7 min read

On-Device AI: My Journey from a Failed Model to Real-Time 3D Overlays in Flutter

A deep dive into building a real-time computer vision app with Flutter. This is the story of my two attempts: the first with a bloated YOLO model that failed, and the second with a mobile-optimized SSD MobileNet model that brought my vision to life.

Zubair Jashim

July 10, 2025

A showcase of the Flutter Vision Demo app displaying real-time AI object detection on a mobile device.

8 min read

My First Week as an AI Intern: Building a Real-Time Vision App with Flutter & Gemini

From idea to a production-ready AI vision app in just one week. Here’s how I built a real-time object detection app using Flutter and Google's Gemini, tackling performance, prompt engineering, and cross-platform challenges.

Zubair Jashim

June 30, 2025

Zubair Jashim

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Latest Articles

On-Device AI: My Journey from a Failed Model to Real-Time 3D Overlays in Flutter

My First Week as an AI Intern: Building a Real-Time Vision App with Flutter & Gemini

Zubair Jashim