Structured Ethical AI Architect & Global Policy Scholar
Blending quantum theory, constraint-based AI design, and UN-aligned governance frameworks to build research and products that matter.
I merge theoretical foundations (quantum computing, physics-derived constraints) with pragmatic governance frameworks to build AI systems that are ethically bounded and resilient. I lead research on Constraint-Based Autonomy — an architecture that encodes international safety norms directly into system constraints so models remain aligned while adapting.
I also mentor, teach, and engage in community work — including language teaching and outreach in Khulna — and I am exploring innovative approaches to building responsible AI tools for climate and education.
My work spans quantum computing theory, ethical AI design, and UN-aligned policy frameworks, with a focus on creating systems that benefit humanity while respecting international governance principles.
A theoretical manuscript introducing Constraint-Based Autonomy and proposals for ethically bounded self-optimization in AI/Robotics systems.
A cross-disciplinary investigation into astrophysical density concepts and philosophical implications in physics and cosmology.
Published on Monomoussumi.com. Focus: Adolescent nutrition and academic performance optimization.
Published on Monomoussumi.com. Focus: Cultural identity and global media consumption patterns.
Completed intensive UNITAR, UNECE, UN CC:Learn cohort earning 10+ certifications on international governance and technology policy.