One of 3,257 African youth competing in the 2025 Presidential African Youth in AI & Robotics Competition; developing AI solutions for Zambia's agricultural and governance sectors. Represents the growing AI youth movement in Zambia; AUDA-NEPAD competition finalist; part of the AU's commitment to youth-led technological sovereignty.