22.05.2026 aktualisiert

EG
100 % verfügbar

AI/ML Engineer | Computer Vision, Explainable AI, Secure AI, Autonomous Systems

Clausthal-Zellerfeld, Deutschland
Weltweit
Clausthal-Zellerfeld, Deutschland
Weltweit

Profilanlagen

Ehab Ghannoum CV.pdf

Skills

JavaKünstliche IntelligenzData AnalysisComputer VisionPythonMachine LearningDeep LearningMachine Learning Operations
  1. AI/ML Engineer with expertise in deep learning, computer vision, explainable AI (XAI), secure AI, and safety-critical systems. Skilled in designing and deploying ML models for object detection, classification, anomaly detection, and time-series fault diagnosis in automotive and autonomous systems.
  2. Core skills include YOLO, CNNs, RNNs, GRU, and transformer-based architectures; PyTorch, TensorFlow, and OpenCV; and end-to-end ML pipelines (data collection, annotation, preprocessing, training, evaluation, deployment).
  3. Experienced in explainability methods (SHAP, Integrated Gradients, DeepLIFT, Gradient SHAP) for interpretable AI in safety-critical environments aligned with ISO 26262.
  4. Background in secure AI and adversarial robustness, including poisoned data/code detection and robust model development for adversarial settings.
  5. MLOps and deployment: Docker, Kubernetes, CI/CD, Flask, model serving and optimization.
  6. Data and engineering: PostgreSQL, MongoDB, ETL pipelines, time-series analysis.
  7. Programming: Python, C++, Java, R.
  8. Applied domains: autonomous driving, satellite image analysis, automotive fault diagnosis, and code intelligence systems.

Erfahrung

Berufserfahrung0 - 5 Jahre
Freelancer seit2026

Sprachen

ArabischMutterspracheDeutschGrundkenntnisseEnglischverhandlungssicher

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