29.07.2026 aktualisiert
100 % verfügbar
Senior Machine Learning Engineer with expertise in Computer Vision and Deep Learning
Griesheim, Deutschland
Weltweit
M.Sc. Computer ScienceÜber mich
8+ years of experience in Computer Vision and Machine Learning, with expertise in object detection, segmentation, anomaly detection, real-time vision, tracking, and production deployment. Strong Python/PyTorch background with ONNX, TensorRT, HAILO, KV260 FPGA, K8s, Docker, and edge optimization.
Skills
Künstliche IntelligenzComputer VisionMachine LearningPyTorchDeep Learning
Machine Learning & Deep Learning: Strong experience developing and deploying AI models for computer vision, anomaly detection, object detection, and image analysis.
Production ML Engineering: Experience building reliable ML pipelines, optimizing models, and deploying AI solutions in real-world production environments.
Frameworks & Technologies: Advanced knowledge of PyTorch, ONNX, TensorRT, OpenVINO, TensorFlow concepts, and Python. Experience with C++ for performance-critical applications.
Model Optimization & Deployment: Expertise in model conversion, inference optimization, latency reduction, and deployment on edge hardware such as NVIDIA Jetson, Hailo AI accelerators, and Xilinx Kria.
MLOps & Cloud-Native Technologies: Experience with Docker, Kubernetes, CI/CD pipelines, Git, Azure DevOps, model versioning, and reproducible ML workflows.
Computer Vision: Experience with YOLO-based object detection, segmentation, anomaly detection methods such as PaDiM, and industrial inspection systems.
Software Engineering: Strong programming skills in Python and C++, with experience designing scalable and maintainable software architectures.
Problem Solving & Innovation: Ability to analyze complex technical challenges, improve system performance, and deliver production-ready AI solutions.
Knowledge Sharing: Author of a practical MLOps book focused on building and deploying reliable machine learning systems.
Erfahrung
Berufserfahrung5 - 10 Jahre
Freelancer seit2026
Sprachen
ArabischMutterspracheDeutschverhandlungssicherEnglischverhandlungssicher
Projekthistorie
Optimized anomaly detection algorithms, deployed advanced computer vision models, and developed CI/CD pipelines using Azure DevOps.
Developed recommendation engines, engineered custom R packages, and implemented NLP systems for sentiment analysis.
Developed unsupervised models for object interaction detection and applied Hierarchical Dirichlet Processes for activity clustering.