Automotive aftermarket pricing analytics
This margin analysis quantifies unrecovered profit, identifies loss making jobs, clients, and routes, and delivers clear recommendations to improve pricing and operational efficiency.
Margin Protector AI — Autonomous profit recovery for Shopify merchants. 6 deterministic heuristics, transparent AI reasoning, 1-click GraphQL execution. Next.js 16, React 19, Tailwind CSS 4.
AI-powered food cost diagnostic for QSR operators: identifies waste, portion drift, inventory loss, and margin pressure before they become larger profitability problems.
Python-based pricing optimization project using retail transaction data, machine learning, and simulation to identify profit leakage and estimate a $182K margin uplift.
End-to-end margin analysis identifying $566k in revenue leakage across 9,994 transactions using Python, DuckDB, SQL, and Tableau.
Cost & Margin Analysis — an installable Claude Code skill/plugin that audits a project's unit economics: inventories paid surfaces, models pricing, and computes per-plan / per-user margins with redlines flagged.
CPG Margin Diagnostic Tool — cpg.jakeherridge.com
Margin Sentinel — real-time freight-disruption & margin-intelligence dashboard for import/export merchants. React + tRPC + Drizzle/MySQL, LLM-augmented risk scoring.
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