What I've been studying

From foundational CS to AI Safety and NLP — a deliberate progression through mathematics, hardware design, algorithms, and machine learning, reflecting a commitment to understanding AI systems from logic gates to transformer architectures. Learning happens in tandem with teaching: every course, TA experience, or certification cements a conceptual foundation that fuels ongoing research.