Projects

Research initiative / Machine learning

PDGA

Predictive Dendritic Gathering Adapter

Adaptive fine-tuning for small language models. Standard methods overwrite what a model already knows, so each new domain costs a large part of the accuracy on the last one. PDGA predicts the effect of an update before it is applied and routes it so prior knowledge is protected while new learning still lands.

Every routing decision is logged in machine-readable form, which makes an adapted model auditable rather than opaque, and the method runs with under 3% latency overhead on consumer hardware.

Product / Regulatory technology

Klardex

A platform that automates EU AI Act compliance for mid-market organisations. It builds a structured inventory of the AI systems in use, classifies them by risk tier, drafts the risk and conformity assessments, and generates the technical documentation the Act requires.

Compliance status is then tracked continuously, so a change to a system or new regulatory guidance arrives as an alert rather than as a rediscovery exercise months later.