AI and cybersecurity researcher; multi-agent systems and fuzzy logic expert; Mozilla Foundation Responsible Computer Science contributor; IEEE Kenya Chairperson. Bridges AI academic research and responsible deployment; Skills Initiative for Africa (SIFA) contributor; building Kenya's AI engineering capacity at university level.