AI and ML is grounded in a systems-engineering perspective, shaped by my academic foundation in Electrical-Electronics Engineering at Marmara University and reinforced through applied, hardware-adjacent research. I am particularly drawn to the intersection of predictive analytics and embedded intelligence, where statistical rigor must coexist with real-time constraints and hardware limitations.