Supreonix
A Kenyan technology company developing digital products, software solutions and technology services.
BetYangu
A football prediction platform exploring automated prediction workflows and data-driven analysis.
Overview
BetYangu explores automated prediction workflows and data-driven analysis for football fixtures. It is a technical exploration of data pipelines and modelling rather than a claim of predictive accuracy.
Problem being addressed
Turning sports data into structured, repeatable analysis involves data collection, modelling and presentation work that is easy to underestimate.
Why it matters
The interesting engineering problem is the pipeline: reliably collecting data, processing it on a schedule and presenting results honestly.
Solution
An automated workflow that gathers fixture data, runs prediction models and publishes analysis.
My role
Founder and developer. I built the platform and the automation behind it.
Challenges encountered
Data quality and reliability, and being honest about uncertainty in a domain where accuracy is easily overstated.
Lessons learned
Prediction accuracy claims need independent verification before they mean anything, and model output should be presented with its uncertainty.
Future direction
Improve the data pipeline. No accuracy claims are made without independently verified results.
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Questions about this project?
I am glad to talk through the technical decisions, the trade-offs and what I would do differently.