🚀 Welcome to my profile! I'm Luís Serrador, a Computer Vision Engineer with over 5 years of experience in research and development (R&D), specializing in AI-powered vision systems. My work bridges cutting-edge research and real-world applications, focusing on 3D scene analysis, image segmentation, object detection, and model optimization for scalable deployment.
💡 I have a strong research background, with multiple publications in international journals, where I have developed novel deep learning techniques for medical imaging and computer vision. At the same time, I have successfully deployed AI solutions in production environments, optimizing performance for real-time and cloud-based applications. My expertise lies in taking theoretical advancements from research and transforming them into practical, high-impact solutions used in industry.
👨💻 My work focuses on:
✅ Computer Vision & 3D Scene Analysis – Image segmentation, object detection, depth estimation, and point cloud processing
✅ Machine Learning & AI R&D – Model development, optimization, and knowledge distillation for efficiency
✅ Edge AI & Deployment – NVIDIA Jetson, TensorRT, GPU acceleration, Dockerized pipelines
✅ MLOps & Cloud Infrastructure – GCP, AWS (SageMaker, EC2, Lambda), GitHub Actions, FastAPI
✅ Data Processing & Annotation – OpenCV, scikit-image, Albumentations, Point Cloud Library (PCL)
📚 I thrive on innovation, continuously learning, and transforming research into scalable AI solutions that drive real-world impact.