Research Interests
- Quantitative Finance and Financial AI
- Applied Machine Learning and Data Science
- Biomedical Mathematics and Modeling
- Statistical Learning Theory
Current Research
Sleep Disorder Classification using Machine Learning
IBS Biomedical Mathematics Group, South Korea
Dec 2024 – June 2025
- Ongoing
- Supervisor: Prof. Jae Kyoung Kim
Natural Language Processing and Cultural Computing
Users & Informations Lab, KAIST
Aug 2024 – Dec 2024
- Developed cultural benchmark datasets for low-resource languages
- Evaluated Large Language Models on language understanding and reasoning tasks
- Research paper in submission
AI Fairness and Bias Mitigation
Data Strategy Lab, KAIST
Apr 2024 – May 2024
- Conducted comprehensive review of bias mitigation techniques in AI
- Studied fairness metrics and their applications
- Analyzed impact of data bias on model performance
- Focus: Algorithmic fairness, ethical AI
Publications and Preprints
Preprints
- BLUCK: A Benchmark Dataset for Bengali Linguistic Understanding and Cultural Knowledge
Daeen Kabir, Minhajur Rahman Chowdhury Mahim, Sheikh Shafayat, Adnan Sadik, Arian Ahmed, Eunsu Kim, Alice Oh
arXiv preprint arXiv:2505.21092