Nine years of finding real problems in data, four ventures running in Uganda, and a set of AI courses built out of running them. Nothing here is theory. It is what actually worked, written down so you can do it too.
One course per job to be done. Office work, paid ads, and academic research. Written, priced and sold separately.
See all courses →The businesses the teaching comes from. A marketplace, a laundry service, a travel company and a savings cooperative.
See all projects →A real lesson from the paid course, seven prompts you can use today, and the one page on what never to paste into AI.
Get the free kit →Each one solves a single problem for a single audience. Pick the one that is actually your problem.
For working professionals. Forty two lessons on the reports, spreadsheets, emails and slides you already handle every week.
For business owners and marketers. Run paid social end to end with AI, and know the arithmetic behind every decision to scale or kill.
For undergraduate and postgraduate students. Fourteen days from topic to a formatted Word document, with every tool set up free.
Nine years of working with data, a Bachelor of Statistics and an MSc in Data Science. What all of it really taught me is where the problems hide, and how few of them get solved because the person who can see the problem is not the person who can build the fix.
AI closed that gap. It sits between technical training and a working idea, and software gives the whole thing leverage. That is why the businesses and the courses on this site are the same work, not two careers.
What I actually want out of it is bigger than a course. Uganda needs a new wave of thought leaders and scientists taking on big problems. Teaching this is where I start.
I do not teach this from a textbook. It comes out of running these, where a slow process costs real money.
A marketplace connecting people who need a job done with the people who can do it.
Premium laundry, collected and returned. Scheduling, routing, and keeping a promise at a fixed price.
Group travel, organised properly. A logistics problem long before it is a travel one.
A savings cooperative. Money people trust you with, and record keeping that has to be exact.
KampalaEverything on this site was built for people working here
The Office AI Starter Kit: one complete lesson from the paid course, seven copy and paste prompts for the tasks that eat your week, and a one page card on what you must never paste into a public AI tool.
It opens the moment you ask for it. No payment, no card, nothing to wait for.