Production engineering work across fintech, healthcare, and enterprise SaaS — covering architecture decisions, implementation details, and measured outcomes.
Kenya Civic Info Bot — AI-Powered Civic Education Chatbot
LiveA RAG-powered conversational AI tool that answers civic and governance questions grounded on Kenya's Constitution 2010, IEBC voter registration information, and county government explainers — available on web and WhatsApp.
Response time
< 3s
end-to-end from user query to grounded answer
Civic TechAIRAG
Independent Project — built for civic technology and NGO sector demonstration6 min readJuly 2026
Riggs London Kenya — Mobile-First E-Commerce Platform
LiveA solo monorepo e-commerce platform bringing Riggs London fragrances to the Kenyan market, built with Next.js 14, Fastify, PostgreSQL with pgvector, Redis, M-Pesa STK Push, Pesapal, and an Anthropic Claude AI chatbot.
Payment success rate
~85%
vs 15–30% failure rate with international card processors for Kenyan cardholders
E-commerceFintechAI
Riggs London Kenya7 min readMay 2026
Internal Operations Automation — Alliance Bioversity & CIAT
LiveA 6-month engineering engagement at a CGIAR research centre building internal automation tooling — Python/Flask RESTful APIs, PostgreSQL integration, and web applications adopted by a cross-functional team of 12. Delivered 20% processing time reduction and 40% elimination of manual tasks.
Operational processing time reduction
20%
automated data workflows replacing manual processes
EnterpriseAutomationPython
Alliance Bioversity International and CIAT4 min readNovember 2024
ChamaBot — WhatsApp-Native Savings Group Automation
In DevelopmentA WhatsApp-native savings group bot for Kenyan chamas — automating M-Pesa contributions, treasurer reconciliation, and member balance queries through natural language. Built on Fastify, PostgreSQL, M-Pesa Daraja, and Anthropic Claude for multilingual command parsing.
Treasurer reconciliation time
~80%(target)
reduction — manual Excel reconciliation replaced by automated event log
Consumer FintechWhatsAppM-Pesa
ChamaBot (Independent Project)12 min readJanuary 2026
SmartSchedule Healthcare — Enterprise AI-Powered Scheduling SaaS
In DevelopmentAn enterprise SaaS platform targeting 40% reduction in healthcare appointment no-shows and 50% administrative efficiency gains for East African healthcare providers. Built on .NET 10, Azure, and microservices with CQRS/Event Sourcing. MVP in active development.
Target no-show reduction
40%(target)
projected based on comparable scheduling intervention studies
HealthcareSaaSEnterprise
SmartSchedule Healthcare6 min readJanuary 2026