Tata Consultancy Services, Medical AI

1 week ago

Pittsburgh, Pennsylvania, United States WayUp Full time

This role is with Tata Consultancy Services. WayUp is partnering with Tata Consultancy Services to hire top talent.

  • Job description We are seeking a highly motivated intern to join our cutting-edge medical AI team at TCS Medical Robotics Center, TCS Hall on Carnegie Mellon University Campus, focusing on the development and implementation of advanced computer vision and machine learning solutions for medical imaging, surgical video analytics, and VR-assisted surgical training platforms. This role offers exceptional exposure to the intersection of artificial intelligence, medical technology, and immersive simulation systems. Key Responsibilities Medical Image & Video Analytics Develop and optimize AI models for cancer prediction and detection from medical imaging data Implement computer vision algorithms for blood spot detection and analysis in surgical videos Create and refine landmark detection systems for anatomical structures and medical implants Build monitoring systems for real-time analysis of surgical procedures and patient outcomes Process and analyze large datasets of medical images and surgical videos AI Model Development & Training Design, train, and validate deep learning models using frameworks such as TensorFlow, PyTorch, or similar Implement image segmentation, object detection, and classification algorithms for medical applications Optimize model performance for real-time processing and clinical deployment Conduct data preprocessing, augmentation, and quality assurance for medical datasets Perform model evaluation, validation, and performance metrics analysis VR & Haptic Simulation Development Develop VR-assisted surgical training simulations for procedures including lumbar puncture and other medical interventions Integrate haptic feedback systems for realistic tactile simulation in medical training environments Create immersive 3D environments for surgical skill development and assessment Implement physics-based simulation systems for accurate procedural modeling Design user interfaces and interaction systems for VR medical training platforms Research & Development Support Conduct literature review and stay current with latest developments in medical AI and surgical simulation Assist in research methodology design and experimental protocol development Support preparation of technical documentation, research papers, and patent applications Collaborate with medical professionals to validate system accuracy and clinical relevance
  • Required Qualifications Technical Skills Strong programming proficiency in Python, with experience in machine learning libraries (scikit-learn, TensorFlow, PyTorch, OpenCV) Solid understanding of computer vision techniques and image processing algorithms Experience with medical imaging formats (DICOM, NIfTI) and associated tools Knowledge of deep learning architectures (CNNs, RNNs, Transformers) and their applications Familiarity with data analysis and visualization tools (NumPy, Pandas, Matplotlib, Jupyter) Educational Background Currently pursuing or recently completed degree in Computer Science, Biomedical Engineering, Data Science, AI/ML, or related field Relevant coursework in machine learning, computer vision, medical imaging, or biomedical signal processing Strong foundation in mathematics, statistics, and linear algebra

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