Utkarsh Soni

Data scientist, Manulife

Joined

May 2019

Names

Utkarsh Soni (Preferred)

Emails

****@asu.edu (Confirmed)

,

****@manulife.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

data scientist

Manulife (manulife.com)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

RL

Present

Generative AI

Present

deep learning

2011 – Present

Publications

PromptAid: Visual Prompt Exploration, Perturbation, Testing and Iteration for Large Language Models
Aditi Mishra, Bretho Danzy, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
- IEEE Trans. Vis. Comput. Graph. 2025
- Readers: Everyone
Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution
Syed Shariyar Murtaza, Yifan Nie, Elias Avan, Utkarsh Soni, Wanyu Liao, Adam Carnegie, Cyril John Mathias, Junlin Jiang, Eugene Wen
- NAACL (Industry Track) 2025
- Readers: Everyone
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models
Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
- CoRR 2023
- Readers: Everyone
Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments
Tung Thai, Ming Shen, Mayank Garg, Ayush Kalani, Nakul Vaidya, Utkarsh Soni, Mudit Verma, Sriram Gopalakrishnan, Chitta Baral, Subbarao Kambhampati, Jivko Sinapov, Matthias Scheutz
- Published: 01 Jan 2023, Last Modified: 26 Apr 2023
- CoRR 2023
- Readers: Everyone
Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments
Tung Thai, Mudit Verma, Utkarsh Soni, Sriram Gopalakrishnan, Ming Shen, Mayank Garg, Ayush Kalani, Nakul Vaidya, Neeraj Varshney, Chitta Baral, Subbarao Kambhampati, Jivko Sinapov, Matthias Scheutz
- Published: 01 Jan 2023, Last Modified: 16 Jun 2023
- AAMAS 2023
- Readers: Everyone
Why? Why not? When? Visual Explanations of Agent Behaviour in Reinforcement Learning
Aditi Mishra, Utkarsh Soni, Jinbin Huang, Chris Bryan
- PacificVis 2022
- Readers: Everyone
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations
Sarath Sreedharan, Utkarsh Soni, Mudit Verma, Siddharth Srivastava, Subbarao Kambhampati
- Published: 01 Jan 2022, Last Modified: 26 Apr 2023
- ICLR 2022
- Readers: Everyone
Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion
Utkarsh Soni, Sarath Sreedharan, Mudit Verma, Lin Guan, Matthew Marquez, Subbarao Kambhampati
- Published: 01 Jan 2022, Last Modified: 26 Apr 2023
- CoRR 2022
- Readers: Everyone
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations
Sarath Sreedharan, Utkarsh Soni, Mudit Verma, Siddharth Srivastava, Subbarao Kambhampati
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Not all users are the same: Providing personalized explanations for sequential decision making problems
Utkarsh Soni, Sarath Sreedharan, Subbarao Kambhampati
- Published: 19 Jul 2021, Last Modified: 05 May 2023
- XAIP 2021
- Readers: Everyone

View all 22 publications

Co-Authors

View all 38 co-authors