One paper accepted to EMNLP 2025 (Findings); Three papers accepted to ACL 2025 (two in the Main Conference and one in the Findings of ACL); Two papers accepted to EMNLP 2024 (Findings); One co-authored paper accepted to ACL 2023.
Research Experience
Research Scientist Intern at IBM Research (2023) working on Conversational AI; Applied Scientist Intern at Prime Video & Amazon MGM Studios (2024, 2025) contributing to LLM-driven Product Search for Amazon Prime Video.
Education
PhD candidate in Computer Science at UIUC, advised by Professor Kevin Chang; BS and MS degrees in Software Engineering from the University of Dhaka, IIT.
Background
Research interests include Natural Language Processing (NLP), LLM-based generation, recommender systems, and multi-agent systems. Current focus is on designing multi-agent systems.
Miscellany
Actively seeking full-time roles in research or ML engineering, especially in LLMs, ranking, and agent systems; Co-instructing the course: LLMs for Long-Form Text Generation (in 01/2025, previously in 08/2024 and 01/2024).