Education
Skills
Self-assessed confidence levels.
Research
My research focuses on Spintronics — exploiting the intrinsic spin of electrons and their associated magnetic moments, alongside electronic charge, for advanced information processing. At Khulna University, I investigate quantum spin phenomena and their potential applications in next-generation computing, high-speed memory devices, and energy-efficient spin-based electronics.
Studying spin-torque and exchange-driven spin dynamics of altermagnets.
Publications
Ensemble Learning Based Pulsar Detection Along with Feature Engineering
View PaperProjects
An educational app that introduces students to exoplanets through interactive games inspired by NASA's discoveries. Built for the NASA Space Apps Challenge 2024.
Foundations of Physics-Informed Neural Networks — exploring both theoretical underpinnings and practical implementations across scientific and engineering domains.
Certificates
Completed the comprehensive freeCodeCamp curriculum covering algorithmic problem solving, Python programming fundamentals, and data structures.
Hands‑on experience with regression and classification models, bias‑variance tradeoffs, and performance evaluation using real datasets.
Practical knowledge of neural networks, regularization methods, optimization strategies, and scalable machine learning system design.
Experience
- Fundamentals of Python
- How code executes in Python
- Problem solving
- When and why to use scientific libraries
- NumPy, Matplotlib, Pandas