Projects
Projects & Platforms
Applied and conceptual platforms connected to the research programmes. Concept-stage systems are labelled as such; no operational or clinical deployment is claimed.
MS-AGIP — Governed Medical Digital Twin (concept)
A governed abductive architecture for medical Patient Digital Twins in multiple sclerosis care, organised around seven runtime contours separating an ontology-guided Research Framework, a clinician-facing Neurologist Digital Twin and a patient-controlled Patient Digital Twin. Described in the MS-AGIP preprint; this is a conceptual framework, not a deployed clinical system.
LLM-Agent safety evaluation framework (concept & pilot)
Pressure-indexed, structure-sensitive evaluation of LLM agents, with the Masking Index diagnostic and held-out release gates. See Measuring What Survives and the topological robustness framework. Reported experiments are synthetic controlled pilots.
BI/DWH & data architecture practice
Applied business-intelligence and data-warehouse architecture and data engineering — the accountable data foundation beneath the research programmes. See the BI/DWH and Data Architecture area.
Funding & collaboration — MOST–FRQS Bilateral Research Cooperation (2022–2023)
Participation in the bilateral research-cooperation program between Israel (MOST — Ministry of Innovation, Science and Technology) and Québec (FRQ — Fonds de recherche du Québec), funding collaborative projects at the intersection of artificial intelligence and healthcare — clinical AI applications, neurology, medical imaging and AI-assisted patient care. This is a research/grant proposal and collaboration programme, not a peer-reviewed publication. Program reference: FRQ programme page · listed on ResearchGate (January 2022).