Case Studies

We structure every case study around the same questions: What was the real problem? What did we try? What worked? What changed?

Built and deployed a live machine learning trading system that consistently delivers strong risk-adjusted returns.

Sharpe 2.5-3.0 over multiple years

Integrated an AI assistant into a learning management system serving international schools across the UK and Asia.

30+ schools, reduced teacher admin workload

Established a strategic AI task force with luxury hospitality partners to identify high-impact automation opportunities.

Clear AI roadmap without diluting guest experience

Led the transformation of a neuromorphic/quantum computing platform into a working AI research lab with published papers.

Multiple papers on quantum RBMs, diffusion, and transformers

Prototyped decision-support tools for medical teams to accelerate triage and improve clinician time utilisation.

Faster insight delivery, better resource allocation

Advised 20+ SMEs on implementing durable, battle-tested AI integrations that actually ship to production.

20+ successful AI implementations

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