Partnerships
Industry projects
Applied research that brings network science and machine learning to real problems, developed in close collaboration with partner organizations.
- Automotive Manufacturing
- Healthcare
- Public Sector
Automotive Manufacturing
Predicting Supply-Chain Disruption with Graph Learning
Regional automotive supplier networkModelled a multi tier supplier network as a temporal graph and trained link prediction models to flag suppliers at risk of disruption weeks before delays appeared in production data.
Principal Investigator · 2023 – 2025Details
HealthcareOngoing
Community Detection for Patient Referral Networks
Regional hospital networkAnalysed anonymised referral data to surface care communities and bottlenecks, helping administrators redesign referral pathways and reduce wait times for specialist appointments.
Lead Researcher · 2024 – presentDetails
Public Sector
Influence Analysis for Public Health Messaging
Municipal public health unitIdentified high influence community nodes on social platforms to improve the reach of vaccination and wellness campaigns while respecting privacy constraints.
Academic Partner · 2022 – 2023Details