Computer Vision Engineer- Medical Imaging (India)

- Design develop and optimize AI ML algorithms for medical image analysis segmentation and 3D reconstruction from TEE and CT images - Research and implement advanced deep learning architectures including CNNs GANs VAEs and Diffusion Models for medical imaging tasks - Develop robust 3D reconstruction pipelines from 2D image data and multi view geometries tailored to medical imaging workflows - Perform multimodal image registration CT CT CT MRI Fluro Endo 2D 3D and develop tools for alignment calibration and fusion - Enhance and denoise medical images using advanced computer vision and AI based enhancement techniques - Work extensively with DICOM data integrating with PACS systems for data ingestion and retrieval - Collaborate with teams for dataset curation labeling and ground truth generation - Develop scalable training and inference pipelines on cloud platforms AWS preferred Azure GCP acceptable - Ensure reproducibility and traceability in experiments using MLOps practices Docker MLflow or similar - Collaborate with software engineers to integrate AI components into production grade imaging applications - Document research findings maintain version controlled repositories and contribute to technical publications or IP filings - Stay up to date with emerging trends in AI computer vision and medical imaging technologies Technical

- Experience in 2D and 3D medical imaging CT MRI Ultrasound TEE and DICOM data handling - Solid understanding of 3D geometry camera calibration stereo vision and multi view reconstruction - Experience in segmentation registration and object tracking within medical image contexts - Proficiency with classical computer vision techniques OpenCV PCL feature detection structure from motion SLAM etc - Knowledge of generative and reconstruction models GANs VAEs Diffusion Models and fine tuning methods for domain specific applications Preferred Skills: Technology->AI-Data science->Computer Vision->Image Video processing,Technology->AI-Generative AI->Image Video processing .