Developing and benchmarking LLM agentic frameworks for building a "Data Agent"

• Context engineering with tool-use
• Long-term memory and data management with Vector and Graph DB
• Evaluation harnesses for agent behaviours and latency

Fellowship: Prime Minister's Research Fellowship (PMRF, Dec 2020 cycle)

Research Focus:

• Vaccine opinion analysis on social media (CAVES dataset; ICWSM 2022, SIGIR 2022, ICWSM 2024)
• Efficient and sustainable NLP/LLMs (Findings of ACL 2025; NAACL 2025)
• Legal document summarization (AACL-IJCNLP 2022; ICAIL 2021)
• Teaching Assistant: multiple CSE courses (see Activities page)