An AI Software Engineer and a Computer Science graduate of the University of Birmingham Dubai. He designs and ships generative AI features for business software, including LLM-powered agents, retrieval-augmented generation (RAG) systems for HR-policy querying, and research agents covering payroll tax laws and labour-law compliance across 190+ countries. His journey spans machine learning, NLP, large language models, and AI-assisted software development, giving him a practitioner's view of how generative AI moves from research to real, deployed products.