{"entity":"person","person":{"name":"Nihad Askri","role":null,"level":"Junior","country":null,"summary":"Medical imaging ML engineer (senior-level) focusing on 2D-3D X-ray registration, learned pose estimation, segmentation and related CV tooling. The strongest proven skill is building and evaluating model-based and classical registration workflows, grounded in artifacts such as src/registration/pose_cnn.py and src/registration/compare_classical_vs_learned.py. 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