Education
Academic background
Degrees
Aug 2021 – Expected Fall 2026 In progress
Ph.D., Computer Science
Iowa State University · Ames, IA, USA
- Advisors: Dr. Ali Jannesari (Software Analytics and Pervasive Parallelism Lab) and Prof. Anuj Sharma (Real-Time Analytics of Transportation Data Lab).
- Dissertation focus: federated and continual representation learning across heterogeneous data and model architectures.
2024
M.S., Computer Science
Iowa State University · Ames, IA, USA
- Research on a game-theoretic model for fair bandwidth allocation in hierarchical federated learning systems.
2017
M.S., Computer Science & Engineering
Jagannath University · Bangladesh
2015
B.Sc., Computer Science & Engineering
Jagannath University · Bangladesh
Academic Honors & Fellowships
- Best Research Poster, Computer Science, Iowa State University — 2023
- National Science and Technology Research Fellowship for MS, Bangladesh — 2016–2017
- Research Fellow, BdREN Summit, University Grants Commission, Bangladesh — 2016
Certifications
- Federated Fine-Tuning of LLMs with Private Data — DeepLearning.AI
- Probability and Statistics for Machine Learning and Data Science — Coursera
- Neural Networks and Deep Learning — Coursera
- Improving Deep Neural Networks: Tuning, Regularization, and Optimization — Coursera
- Build Basic Generative Adversarial Networks — Coursera