Academic background
Education
MSc in Computer Science / Western University
I am currently pursuing my MSc in Computer Science at Western University, where I work with Dr. Mike Domaratzki on machine learning methods for representing future environmental conditions in crop performance prediction.
Selected coursework
Distributed Systems
Studied distributed-system design through Martin Kleppmann's and Andrew Tanenbaum's books. For the course project, I built a distributed lock service from scratch using the Raft consensus algorithm.
Image Compression
Explored different compression techniques out of a strong interest in how expert software engineers optimize compression engines for specific data-transfer requirements.
Reinforcement Learning
Studied reinforcement-learning methods including Q-learning and Proximal Policy Optimization (PPO).
Machine Learning and Cybersecurity
Studied different classes of cyberattacks and how machine-learning methods can support cybersecurity, anticipating the growing importance of this area.
BSc in Computer Science and Engineering / Bangladesh University of Engineering and Technology
I completed my undergraduate degree at BUET. That is where I built much of my foundation in algorithms, programming, systems, and the kind of problem solving that still shapes how I work today.