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

Preferred Qualifications

Previous experience with medical imaging analysis or healthcare AI applications

Knowledge of VR development platforms (Unity3D, Unreal Engine, OpenXR)

Experience with haptic development frameworks and hardware integration

Understanding of medical terminology, anatomy, and clinical workflows

Familiarity with regulatory requirements for medical device software (FDA guidelines, ISO standards)

Experience with cloud computing platforms (AWS, Google Cloud, Azure) for ML model deployment

Knowledge of medical image annotation tools and techniques

Previous research experience or publications in related fields

Personal Attributes

Strong analytical and problem-solving skills

Attention to detail and commitment to accuracy in medical applications

Ability to work with sensitive medical data while maintaining strict confidentiality

Excellent communication skills for interdisciplinary collaboration

Interest in healthcare innovation and improving patient outcomes

Tata Consultancy Services is an IT services, consulting and business solutions organization that has been partnering with many of the world’s largest businesses in their transformation journeys for over 55 years. Its consulting-led, cognitive powered, portfolio of business, technology and engineering services and solutions is delivered through its unique Location Independent AgileTM delivery model, recognized as a benchmark of excellence in software development.

A part of the Tata group, India’s largest multinational business group, TCS has over 614,000 of the world’s best trained consultants from 154 nationalities with operations in 55 countries. 121 hours of average learning per year per employee. The company generated consolidated revenues of US $27.9 billion in the fiscal year ended March 31, 2023. TCS’ proactive stance on climate change and award-winning work with communities across the world have earned it a place in leading sustainability indices such as the MSCI Global Sustainability Index and the FTSE4Good Emerging Index.

TCS Belief

• We are responsible to every life we touch – the work we do makes a difference to the way millions live, work and play.
• Technology must work for everyone – To be truly transformative, technology must work for everyone, delivering tangible benefits to those who use it daily.
• The only future is a sustainable future – we have always looked and planned ahead and considered the long-term implications of what we do.
• Progress is only possible through real partnership – By working as true partners over the long term, we deliver the most sustainable and successful results.