A Research Engineer building autonomous agents and scalable systems.
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.