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  • Entrainment Analytics
  • Fairbanks, AK

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  1. Inferential-Fidelity-Framework Inferential-Fidelity-Framework Public

    An approximation-theoretic framework for certifying derived scientific quantities from aggregate approximation guarantees.

    Python

  2. Maritime-Intent-Probe Maritime-Intent-Probe Public

    Construct-validity diagnostics for mechanistic interpretability probes: demonstrating why held-out probe accuracy cannot establish semantic representation under confounded stimulus designs.

    Python

  3. TransformerLens-Training-Controls TransformerLens-Training-Controls Public

    Dev Merged_TransformerLens compatibility layer for a maritime routing model trained from scratch, with numerically verified weight conversion preserving logits exactly. Enables activation patching,…

    Python

  4. COPD-Prevalence-Pipeline_Federated-Extension COPD-Prevalence-Pipeline_Federated-Extension Public

    Pipeline for Derivation of Bayesian COPD Prevalence across Population Health Studies and calculation of BOD Metrics, extending my work from the Robert Koch Institute, Est. 1891

  5. Cohort-Studio-Clinical-Intelligence_TM Cohort-Studio-Clinical-Intelligence_TM Public

    Evidence-first population health analytics for value-based care, clinical quality improvement, and community health.