What I Do
Whether you're exploring AI for the first time or scaling an existing system, I meet you where you are.
Cut through the hype with a grounded, business-first strategy. I help you identify where AI creates real leverage — and build the roadmap to get there without wasted effort.
I build the AI-powered tools, automations, and integrations that make your team faster and your products smarter — from first prototype to production-grade system.
How I Work
Deep dive into your business goals, data assets, and constraints
Architect the right AI solution — no unnecessary complexity
Engineer and iterate with rigorous testing at every layer
Deploy, monitor, and evolve as your business grows
AI Work
Practical AI applied to real problems — shipped systems, not demos.
Built an intelligent support platform that auto-classifies incoming tickets, routes them to the right team, and drafts grounded responses using a RAG pipeline over the company knowledge base. Agents review and send — average handle time dropped 60%. A feedback loop retrains classification quality over time.
Engineered a documentation pipeline that ingests API specs, codebases, and changelogs, then generates accurate, structured user guides and technical manuals. A diff-aware update mode regenerates only sections affected by product changes — cutting documentation cycles from weeks to hours.
Integrated AI algorithms with satellite imagery analysis to optimize livestock movement patterns for grassland carbon sequestration. The system processes real-time satellite data to surface grazing rotation recommendations that maximize carbon retention — delivered through a mobile-first interface used by pastoralists in the field.
Track Record
Production systems across fintech, climate tech, telecom, and media — serving millions across Africa and Europe.
Intelligent support platform that auto-classifies, routes, and drafts responses to customer tickets using LLMs
3K+ tickets/month
AI system that generates accurate, structured user guides and technical manuals for complex software systems
10+ organizations
Full-stack web apps and sites designed and built end-to-end with AI-assisted development workflows
5+ shipped products
Sattelite-powered mobile app helping East African pastoralists navigate climate challenges
10K+ pastoralists
Carbon sequestration platform for pastoral grazing management
5K+ pastoralists
Insurance and healthcare payment systems supporting thousands across Kenya and UAE
50K+ customers
Writing
Practical takes on engineering, AI, and building at scale.
Key architectural decisions and technical strategies for building high-performance payment systems that can handle millions of transactions daily.
Lessons learned from leading engineering teams and mentoring developers in Kenya's growing technology sector.
Ready to start?
Let's talk about where AI fits in your strategy — and how to build it right from the start.