1. Co-authored a paper accepted at ICML 2025 titled 'MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models'
2. Published a paper at COMPSAC 2024 titled 'GuardFL: Detection and Removal of Malicious Clients Through Majority Consensus'
3. Two preprints under review
4. Master's thesis: 'AN EFFICIENT COMPOSITIONAL REASONING APPROACH FOR SOLVING GEOSPATIAL QUERIES USING LLMS', Supervisor: Dr. Mohammed Eunus Ali
5. Bachelor's thesis: 'A MULTI-MODAL DEEP LEARNING BASED APPROACH FOR HOUSE PRICE PREDICTION'
Research Experience
1. Co-authored a paper accepted at ICML 2025 titled 'MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models'
2. Working with several professors for research purposes
3. Served as a Machine Learning Engineer at IQVIA
4. Worked as a part-time lecturer at Bangladesh University of Engineering and Technology
Education
1. University of Texas at Arlington, Ph.D. in Computer Science and Engineering, August 2025 - August 2029
2. Bangladesh University of Engineering and Technology, Master of Science in Computer Science and Engineering, June 2022 - August 2025, Supervisor: Dr. Mohammed Eunus Ali
3. Bangladesh University of Engineering and Technology, Bachelor of Science in Computer Science and Engineering, February 2017 - May 2022
Background
Research interests include Human AI Interaction, NLP (focus on LLM), Agentic System, Applied Machine Learning (focus on health), and Computer Vision. Currently pursuing a Ph.D. in Computer Science and Engineering at the University of Texas at Arlington. Previously worked as a Machine Learning Engineer at IQVIA and served as a part-time lecturer at Bangladesh University of Engineering and Technology.