I will train and optimize a yolo model for your custom object detection task

Hi, I’m Mohamed — a Senior Software Engineer specializing in computer vision and AI, with a strong focus on building practical, high-performance solutions that work reliably in real-world environments.I help businesses and teams develop custom YOLO models tailored to their exact use case — whether you need object detection, instance segmentation, pose estimation, or more advanced vision tasks. My approach goes beyond just training a model; I handle the entire pipeline from raw data to a production-ready solution that integrates smoothly into your system.

I offer a thorough dataset review to ensure data quality and balance, along with clear guidance on annotation strategies (and hands-on support if needed). I train models using the latest YOLO versions (from YOLOv8 up to YOLO26), applying careful hyperparameter tuning to maximize accuracy and robustness.

You’ll also receive detailed evaluation metrics such as precision, recall, and mAP, so you fully understand your model’s performance. On top of that, I build optimized inference pipelines designed for speed and efficiency, whether running on edge devices or high-performance GPUs. I also handle export to formats like ONNX and TensorRT for seamless deployment.

If you’re looking for a reliable, end-to-end computer vision solution, I’m here to help.