Shreya Goyal

Shreya Goyal

AI in medical technology, Scalable AI Architectures, Generative AI for Industrial Automation

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About

Dr. Shreya Goyal is an Assistant Professor at the School of Computing and Electrical Engineering (SCEE), IIT Mandi. Prior to joining IIT Mandi, she served as the Chief Technology Officer (CTO) at Cellverse Pvt. Ltd., a deep med-tech startup focused on developing next-generation, human-relevant platforms for preclinical research. She has also worked as an Applied Scientist at Generative AI Innovation Center, AWS and as a Research Scientist at American Express AI Labs. Dr. Goyal completed her postdoctoral fellowship at the Robert Bosch Centre for Data Science and Artificial Intelligence (RBCDSAI), IIT Madras, and earned her PhD from IIT Jodhpur. Her research interests lie at the intersection of artificial intelligence, medical technologies, healthcare data analytics, and trustworthy AI systems.

Work Experience

Chief Technical Officer

Cellverse Pvt Ltd

Leading technical strategy at a deep Med-tech startup developing next-generation platforms for preclinical research at the intersection of tissue engineering, 3D bioprinting, and AI.

Applied Scientist

Amazon Web Services (AWS)

Worked at the Generative AI Innovation Centre, developing production-grade AI solutions for AWS customers.

Research Scientist

American Express AI Labs

Postdoctoral Researcher

Robert Bosch Centre for Data Science and AI, IIT Madras

Prof. B. Ravindran, Dr. Mitesh Khapra

Research

Governance in medical technology

Digital twins in healthcare

Scalable and deployable machine learning systems

Group

Interns

  • Ms. Saumya Kashyap
  • Mr. Jayant Bana
  • Ms. Vanshika Gupta
  • Mr. Prabhu Nandan Sahu

    • Major Technical Project- B.tech

  • Mr. Arka Mukhopadhyay

    • Selected Publications

    • Manali Patel, Shreya Goyal, Krupa Jariwala, Chiranjoy Chattopadhyay, "A Multi Relational Graph-based Approach for Stock Movement Prediction and Portfolio Optimization", Neurocomputing, July 2025.
    • Shreya Goyal, Varun Kumar Reja, Koshy Vargese, Balaraman Ravindran, Quang Ha, "Hybrid Self-supervised Learning-Based Architecture for Construction Progress Monitoring", Automation in Construction, November 2023.
    • Shreya Goyal, Sumanth Doddapaneni, Mitesh Khapra, Balaraman Ravindran, "Survey of Adversarial Robustness and Defenses in NLP", ACM Computing Surveys, April 2023.
    • Shreya Goyal, Debasish Mishra, Yash Shah, "Multi-step PLC Code Generation using LLMs: A Practical Framework for Industrial Applications", Amazon Robotics Conference, 2025.
    • Yogesh Tripathi et al., Shreya Goyal et al., "InSaAF: Incorporating Safety through Accuracy and Fairness", 37th International Conference on Legal Knowledge and Information Systems (JURIX), 2024.
    • Sumanth Doddapaneni et al., Shreya Goyal et al., "Towards Leaving No Indic Language Behind", ACL, Toronto, Canada, July 2023.
    View All Publications →

    Contact

    Email

    shreyagoyal[at]iitmandi[dot]ac[dot]in

    Office

    Office no: 33, 3rd Floor, A17 building, SCEE, IIT Mandi

    Lab

    BLISS lab, 2nd Floor, A17 building, SCEE, IIT Mandi