- Published Paper: Hype and harm: Why we must ask harder questions about AI and its alignment with human values. (BROOKINGS, 2025)
- Published Paper: Coherence-Driven Multimodal Safety Dialogue with Active Learning for Embodied Agents. (AAMAS, 2025)
- Published Paper: An Active Learning Framework for Inclusive Generation by Large Language Models. (COLING 2025)
- Published Paper: Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI. (COLING 2025)
- Published Paper: Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios. (Customizable NLP @ EMNLP 2024, Outstanding Paper)
- Published Paper: ISABEL: An Inclusive and Collaborative Task-Oriented Dialogue System. (Amazon Science, 2023, Alexa Prize Taskbot Challenge Award)
- Other papers published in IJCNLP-AACL, ACL FINDINGS, EACL, etc.
Research Experience
- Founder & CEO of Moonworks AI, leading the development of Sovereign AI and Omnimodal AI, as well as the CAT pretraining method
- Research spans active learning for NLP, controlled generation, AI safety, and real-world AI deployment
- Research Interests: active learning, controlled generation, AI safety, real-world AI deployment
- Professional Field: Computer Science
- Brief Introduction: Founder & CEO of Moonworks AI, dedicated to developing cost-efficient, frontier sovereign AI models that honor human values and creativity.
Miscellany
- Also known as: Pantho (which means 'wanderer' in Bengali)