PS

Pratinav Seth

Also known as: P Seth

AryaXAI, Mila - Quebec Artificial Intelligence Institute, Manipal Academy of Higher Education, Robert Bosch (India)

ORCID iD 0009-0001-4525-4464
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About

TL/DR : I currently work as a Research Scientist at AryaXAI. I completed my B.Tech in Data Science from Manipal Institute of Technology, during which I worked at Mila, Bosch,IIT KGP and few startups. I was an 2023 AAAI Undergraduate Consortium Scholar and received MAHE UG Research Grant. I have reviewed and presented research at A*/A conferences such as AAAI, ICML & IJCNN and workshops at conferences such as NeurIPS, ICLR, MICCAI, AAAI, CVPR, EMNLP, WACV, MIDL, NAACL, EMNLP and ACL.

I currently work as a Research Scientist at AryaXAI (Arya.ai, an Aurionpro Company), where I work at the intersection of Explainable AI (XAI), AI alignment, and AI safety for high-stakes, real-world applications. My focus is on interpreting black-box models, evaluating XAI algorithm reliability, ensuring these systems are aligned and trustworthy, and exploring the use of foundation models for tabular data applications—especially in critical sectors.

I recently completed my B.Tech in Data Science from Manipal Institute of Technology, during which I had the privilege of working at Mila Quebec AI Institute (under Dr. David Rolnick), Bosch Research India (with Dr. Amit Kale and Mr. Koustav Mullick), and KLIV Lab at IIT Kharagpur (PI: Dr. Debdoot Sheet). I conducted much of my research alongside my peers at Mars Rover Manipal AI Research (alongside Dr. Ujjwal Verma), Research Society MIT, and under Dr. Abhilash K. Pai .

In 2023, I was honored to be selected as an AAAI Undergraduate Consortium Scholar, where I presented a proposal on Model Agnostic Uncertainty Aware Metrics. I have presented research at A*/A conferences such as AAAI, ICML & IJCNN and workshops such as NeurIPS, ICLR, MICCAI, AAAI, CVPR, EMNLP, WACV, NAACL, EMNLP and ACL. I have also served as a reviewer for various conferences and conference workshops such as NeurIPS, MICCAI, EMNLP, CVPR, ICLR, ICCV, ECCV and IJCNN. Passionate about applying artificial intelligence to solve real-world problems across various domains.

I’m deeply passionate about building responsible AI systems that are aligned, safe, and transparent, with a particular interest in AI for Social Good and its applications in Medical Imagery and Remote Sensing.

I’m always eager to connect and exchange ideas on AI research—let’s connect! 🚀

Employment

  • AryaXAI Research Scientist
    2024 - Present
  • Mila - Quebec Artificial Intelligence Institute Research Intern
    2024 - 2024
  • Robert Bosch (India) Research Intern
    2023 - 2033
  • Indian Institute of Technology Kharagpur Research Intern
    2022 - 2023

Education

  • Manipal Academy of Higher Education Bachelors in Technology
    2020 - 2024

Projects & Funding

Projects & funding information is unavailable.

Publications (31)