All work
  • Temporal GNN
  • GDELT
  • ACLED
  • Next.js
  • Three.js
  • ZenML
  • DVC

Prime Radiant

A Seldon-inspired macro-stability engine. Temporal GNNs over GDELT and ACLED event streams score Elite Overproduction, State Health, and Popular Well-being to forecast regional instability.

Highlights

  • Temporal GNN (seldon-1) trained on GDELT and ACLED event streams to forecast regional instability.
  • SDT stress index Ψ = E×S / W scoring Elite Overproduction, State Health, and Popular Well-being.
  • Cross-lingual semantic drift across Amharic, Arabic, and English tracked as a leading indicator.
  • ZenML and DVC pipeline feeding a Next.js and Three.js future-cone dashboard.