Mahmudul Hasan Rabbi

A Research Engineer building autonomous agents and scalable systems.

About Me

I am a final-year Applied Mathematics student at the University of Dhaka, dedicated to the intersection of mathematical optimization, neural networks, and reinforcement learning. My research explores the frontier of Artificial General Intelligence (AGI), with a specific focus on developing architectures that move beyond pattern recognition toward human-like reasoning.

Driven by intuition from the human brain, I aim to build reliable AI systems capable of operating in complex, unstructured environments. My work bridges the gap between theoretical first principles and practical implementation—ranging from solving complex mathematical Problem via Rainforcement learning and PINNs to the ground-up development of reasoning models.

Key Focus Areas

  • Optimization & Theory: Stability and convergence in deep learning.
  • Brain-Inspired AI: Cognitive frameworks for logic and logic.
  • Scientific Computing: Solving physical systems with hybrid models.

My Open Source Projects

Selected Research

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