Demand-sensing + nonlinear optimization dynamic pricing engine, deployable as an API for e-commerce and retail.
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Updated
Jun 23, 2026 - Python
Demand-sensing + nonlinear optimization dynamic pricing engine, deployable as an API for e-commerce and retail.
Code repository for the paper "Contextual Deconvolution for Variance-Stable Demand Sensing: Kernel-Modulated Operators in Promotional Retail"
End-to-end demand planning — 6-model routing ensemble (MAPE 10.3%), capacity planning, demand sensing, S&OP simulation | MinTrace hierarchy, walk-forward CV, conformal prediction | Enterprise: K8s + Helm + Terraform + MLflow + Prometheus/Grafana | 192 tests
Kinaxis is a concurrent supply chain planning platform — branded Maestro (formerly RapidResponse) — that provides REST APIs for supply chain orchestration, scenario modeling, demand sensing, and supply planning across global manufacturing and distribution networks.
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