Projects
Each project below is designed around business impact: clearer decisions, lower risk, stronger performance.
Local-first AI daemon with knowledge graph, discovery engine, Electron desktop app, MCP server, and 5 deployment modes.
Research-grade multi-agent exchange simulation for liquidity stress, fragmentation, and market-design experiments.
Simulation-driven staffing strategy and throughput risk mitigation.
Product affinity mining to inform promotion and shelf strategy.
Secure, traceable fraud workflows with predictive risk signals.
Model comparison and explainability for claims fraud triage.
Capacity and scheduling intelligence for healthcare operations.
Department-level forecasting to support budget and planning decisions.
State, regional, and service-level analysis of how 2023 inpatient charges diverge from Medicare payments for comparable stays.
Long-horizon inequality analysis with policy-relevant segmentation.
Portfolio risk visibility and borrower-level decision support.
Regression-driven hospital capacity study linking utilization, rural context, and risk-adjusted heart-failure mortality.
Clinical and demographic outcome analysis for survival insights.
Readmission benchmarking and equity-aware operational reporting.
Normalized relational schema and reporting-ready SQL foundations.