About
BlueberryML.
A small, research-grounded UK company building a framework for adaptive learning.
The Company
Who we are.
BlueberryML Ltd is a UK-registered, founder-owned, research-grounded company. We build the framework that makes adaptive learning possible — a coordinate system that tracks every child's position across the dimensions that matter for each subject, anchored against international standards.
We are not a curriculum provider. We are not a school management tool. We are not a consultancy. We are a technology company with a pedagogical thesis and a framework deployed through partners as ClassGrade.
The Founder
David Roberts.
BlueberryML was founded by David Roberts. David previously founded Badanamu (also known as KidsLoop), a children's education brand that reached over forty billion content views across more than a hundred countries. Before education, David spent a decade in finance at ABN AMRO Asia. BlueberryML is his second venture in education technology, focused on the geometric and dimensional structure of how children actually learn.
In Production
Running at scale.
The BlueberryML framework powers Chrysalis, our flagship deployment, run by our distribution partner EZ Vidya across 300,000+ students and 1,000+ schools in India. Chrysalis runs on EZ Vidya's infrastructure under Indian law; BlueberryML licenses the framework and is not in the data path. The framework code is designed for GDPR alignment and operates without training on student data.
Where We're Going
A coordinate system for every subject.
English is the clean case where the framework currently lives. Maths is the first non-trivial test of the framework's generality — whether the dimension structure, the manifold geometry, and the adaptive logic extend to mathematical learning. Each subject sits in the same structural framework: five dimensions, anchored against the international standards that the world's assessment community already uses. The framework develops at research pace; products use the current framework state at any given time.