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Uğur Kaval

AI/ML Engineer & Full Stack Developer building innovative solutions with modern technologies.

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#Edge Computing

3 articles tagged with this topic.

Building Production-Grade Computer Vision Pipelines for Manufacturing in 2026
AI/ML

Building Production-Grade Computer Vision Pipelines for Manufacturing in 2026

Stop wasting money on generic vision sensors. Learn how to build high-throughput, edge-deployed quality control systems using YOLOv11, TensorRT, and specialized lighting setups that actually survive the factory floor.

May 4, 20265 min read
High-Performance Edge Inference: Mastering ONNX Runtime and TensorRT in 2026
AI/ML

High-Performance Edge Inference: Mastering ONNX Runtime and TensorRT in 2026

Stop wasting cycles on unoptimized Python inference. Learn how to leverage ONNX Runtime and TensorRT to achieve 10x throughput on edge devices like the Jetson Orin.

April 6, 20265 min read
The Edge is No Longer Optional: Architecting with Vercel and Cloudflare in 2026
Web Development

The Edge is No Longer Optional: Architecting with Vercel and Cloudflare in 2026

Most 'Edge' guides are marketing fluff. After migrating three production platforms to Vercel Edge Functions and Cloudflare Workers, I’ve documented the specific performance gains, the architectural shifts, and the cold-start traps you need to avoid.

March 31, 20265 min read