Thinking aloud about data, AI, automation, and African work.
Practical essays on systems, Agentic AI, Power BI, mentorship, and why Excel still matters.
You Don't Need Another Tool. You Need a System.
You can have Python as your striker, Excel in midfield, even AI like ChatGPT on VAR, but without a system, you are not winning the league.
How Agentic AI Actually Works: Using n8n
A straight-to-the-point breakdown of automation, Agentic AI, and why n8n is useful for people who want systems that observe, reason, and act.
Why You Actually Need to Learn Power BI
A friendly defense of a tool that quietly runs the modern workplace and the real answer to your boss's question: itaongeza pesa kweli?
Phoenix AI Agents Summit 2025: Building for Us
Eight teams, one mission, and solutions only Africans could build. Reflections on the Summit that proved Africa doesn't need permission — we need opportunity.
Why Excel Still Matters in the Age of AI
I know you can ask GPT nearly everything but just stay with me on this piece. Because sometimes, the best lessons don't come from asking a machine, they come from reflection, experience, and stories we share.