Mwita Mtana

At Kona ya Mbuyu (Baobab Bend), I designed a master prompt that guides an LLM through a step-by-step episode workflow. I write original English scripts, localize them into Swahili, and proofread both versions for accuracy, tone, and age-appropriateness.

On the Karibu, Tanzania Digital Visitor Concierge Platform client project, I defined requirements for an AI concierge that answers visitor questions, translates, and plans itineraries. I also specified when it should decline out-of-scope legal, immigration, and regulatory questions, and wrote and reviewed the BRD and SRS.

For the Government Staff Training and Attendance System at the Ministry of Finance (Tanzania), I develop and test a biometric attendance system against its SRS and keep the requirements document current. I also reviewed application views for the Fire Safety Inspection and Registration Management System, identifying and fixing defects including XSS vulnerabilities.