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claims-analytics

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ClaimScope is a vehicle insurance claims portfolio intelligence platform that identifies warranty concentration, geographic imbalance, and anomalous claims using explainable analytics. Built on DuckDB and IsolationForest, it turns raw claims data into actionable triage signals — no actuarial black boxes, no LLM fabrication.

  • Updated Jun 25, 2026
  • TypeScript

Monthly Excel report pack automation kit built twice from one spec: VBA + Power Query for the desktop reality, a pytest-covered Python twin for CI. Synthetic claims data, schema-drift repair, row quarantine with reasons, styled multi-sheet output. 500k rows to an 8-sheet pack in 9.5 s; 97% coverage. Simulation only.

  • Updated Aug 11, 2026
  • Python

Managed Care Contracting Analytics report analyzing payer reimbursement performance using DAX time intelligence, Reimbursement Index, and Variance from Benchmark to support managed care contract negotiation strategy

  • Updated May 10, 2026

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