Schema (genetic algorithms)

  1. A transdiagnostic conflict-square algorithm: a four-node computational framework for psychotherapy and functional diagnosis
    Computational framework for real-time psychotherapy decisions. Operationalizes defense, anxiety tolerance, progression, and shame signals with safety thresholds and auditable documentation.
  2. Dynamic Graph Generation from Excel Using Machine Learning Algorithm Data Visualization Dashboard
    Automated pipeline for converting Excel spreadsheets to dynamic, publication-quality visualizations using machine learning chart recommendation and interactive dashboard functionality.
  3. Angular query orchestration reduced redundant GraphQL requests
    Framework-aware query orchestration for Angular micro-frontends optimizes GraphQL data fetching through compile-time type safety and runtime deduplication, reducing API calls by 62% and improving.