High-level model framework

Data layer

Behavioral and market-structure indicators quantify greed-fear dynamics across the yearly cycle.

Model layer

ML and pattern-recognition methods condense broad signal space into candidate turning-point windows.

Advisory layer

Portfolio managers receive clear risk-date outputs and structured hedge overlay guidance.