Nenad Biresev

Nenad Biresev Freelance Senior Computer Vision Engineer | Edge AI & Real-Time Vision Systems | Deep Learning, PyTorch, Python, C++, MLOps Cologne Bonn Region (DE) 500 connections • 4,735 followers About Freelance Senior Computer Vision Engineer with 13+ years in software development and 7+ years in AI-driven visual perception. I design and deploy production-ready deep learning solutions across robotics, safety AI, biometric security, and industrial automation, specializing in edge and cloud deployments. I lead end-to-end computer vision pipelines, from dataset design and synthetic data augmentation to model training, optimization, embedded inference, and scalable production deployment. My expertise spans object detection, tracking, semantic segmentation, action recognition, 3D point-cloud processing, and multi-modal sensor fusion, with emphasis on real-time performance, robustness, and scalability. I have successfully delivered solutions for robotics (optimized obstacle detection, coverage planning, and navigation for autonomous cleaning robots), safety AI (real-time drowning detection systems tested in pools and beaches), and biometric security (multi-modal face detection and presentation attack detection for airport border control systems). I work extensively with Python, C++, C, PyTorch, TensorFlow, and OpenCV, and deploy models using Azure, Databricks, Docker, MLFlow, Flyte, and distributed training pipelines. I also specialize in embedded edge AI deployments (e.g., NVIDIA Jetson), ensuring production-level reliability and performance.I enjoy tackling complex technical challenges, designing robust AI systems, and collaborating with teams to push computer vision from research to real-world impact. I am open to freelance, consulting, and long-term collaboration opportunities in computer vision, deep learning, robotics, edge AI, and safety & security AI. Total Experience: 14 years Experience Personal Side Project - DrownShieldAI - DrownShieldAI