Hi, I'm Le Clue

I turn complex data
into decisions that
actually matter.

I build reporting, automation and workflow solutions that reduce manual work and improve visibility across teams.
Cape Town, South Africa.

01 — About

The person behind the data

"I turn fuzzy problems into systems you can trust - then teach the robots to run them so humans can do the thinking."

I'm an Operational Systems, Data & Automation Lead based in Cape Town with 9 years at EDGE Education - a role I created after recognising gaps in our processes and building solutions to solve them.

I don't just build dashboards. I ask why the numbers look the way they do, who needs to understand them, and what decision they're trying to make.

Most reporting problems aren't reporting problems at all — they're process problems, data problems, or communication problems. Understanding that first is what turns a report into something people can actually use.

Read more →
9yr
Years at EDGE
70%
Build time saved
20+
Reports automated
1.3K+
Tickets auto-generated
02 — Portfolio

Projects and experiments

Most of these projects started with a practical need - better reporting, less manual work, or easier access to information.

03 — Q&A

How I think

A glimpse into how I approach problems — not just what I've done, but how I do it.

"How do you handle situations where different teams see the same problem differently?"

I bring people into the process early. Different teams often see different parts of the same problem, so I spend time understanding each perspective before proposing a solution.

Most disagreements aren't really disagreements. They're usually the result of people working with different information or different priorities. Once everyone can see the bigger picture, it's much easier to agree on a way forward.

I've found that showing people why something will or won't work is far more effective than simply telling them. When people understand the reasoning, they're more likely to support the solution and help improve it.

04 — Contact

Let's solve the
right problem.

Whether you have a role in mind or a problem that needs solving,
I'd love to hear from you.