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Uğur Kaval

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

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#TensorRT

4 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
Building Resilient Computer Vision Pipelines for High-Speed Manufacturing
AI/ML

Building Resilient Computer Vision Pipelines for High-Speed Manufacturing

A deep dive into building production-grade computer vision systems for manufacturing, focusing on low-latency inference, edge deployment, and handling real-world environmental noise.

April 22, 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
Edge AI Performance: Mastering ONNX Runtime and TensorRT in Production
AI/ML

Edge AI Performance: Mastering ONNX Runtime and TensorRT in Production

Stop wasting cycles on Python-heavy inference. Learn how to squeeze maximum performance out of edge hardware using ONNX Runtime and the TensorRT Execution Provider.

March 5, 20266 min read