Project archive
Search detailed case studies by field, method or technology. Only verified public work appears here; drafts remain private.
A multidisciplinary technology platform connecting MATHCYX products, company information and initiatives across learning, AI, software, health and digital markets.
A shared identity foundation that gives each user one MATHCYX identity for secure access across the product ecosystem.
A mathematics learning product for Terminale D students, combining structured exam preparation, guided explanations and personalized practice.
A provider-neutral operations foundation for deploying, securing, observing and recovering the services that power the MATHCYX ecosystem.
A domain-independent AI execution and control layer designed to provide governed, auditable and cost-bounded AI capabilities across MATHCYX products.
Customer churn prediction with reproducible training, experiment tracking, a tested API and a documented AWS demonstration.
A tracked comparison of regression models, including penalised splines, with saved predictions and a tested local prediction API.
Course practicals and an exam project on profiling, testing and accelerating sparse matrix-vector multiplication with CSR storage and Numba.
An in-progress machine-learning project structured as a reusable Python package for predicting red-wine quality from physicochemical measurements.
A PhD research platform for adaptive university mathematics, combining deterministic computer algebra, AI-assisted feedback, guided remediation and experimental learning analytics.
An educator-facing dashboard and conversational analytics assistant for exploring incorrect and partially correct mathematics responses through Newman's Error Analysis.
A research tool that anonymises and cleans assessment exports, then produces batch explanations and Newman-style classifications of mathematical errors.
A reusable deterministic analytics engine and web interface for trustworthy conversational analysis of STACK mathematics-assessment error exports.