- [Dec 2025] Started the second iteration of BTD research — developing a context-aware turn detection model to further enhance conversational understanding in Bangla.
- [Dec 2025] Completed the first iteration of a production-ready LLM-based Bengali Turn Detection model, outperforming all existing models in the domain.
- [Oct 2025] Initiated research on Bengali Turn Detection (BTD), exploring LLM-based approaches for conversational turn-taking in Bangla.
- [Jul 2025] Paper “TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking” accepted at ACL 2025 (Findings).
- [Sep 2023] Joined Verbex AI as NLP Engineer.
- [Nov 2021] Joined BJIT Limited as AI Engineer.
- [Jul 2021] Paper on Plant Disease Detection published at IEEE ACMI 2021.
- [Apr 2021] Joined Prime University as Lecturer, Dept. of CSE.
- [Mar 2021] Graduated from RUET with B.Sc. in CSE (Ranked 9th out of 131).