Automotive aftermarket pricing analytics
SQL analysis of 8,399 Canadian retail transactions identifying $1.1M in hidden losses and their root cause
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.
This margin analysis quantifies unrecovered profit, identifies loss making jobs, clients, and routes, and delivers clear recommendations to improve pricing and operational efficiency.
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.
End-to-end margin analysis identifying $566k in revenue leakage across 9,994 transactions using Python, DuckDB, SQL, and Tableau.
Python-based pricing optimization project using retail transaction data, machine learning, and simulation to identify profit leakage and estimate a $182K margin uplift.
AI-powered food cost diagnostic for QSR operators: identifies waste, portion drift, inventory loss, and margin pressure before they become larger profitability problems.
Margin Sentinel — real-time freight-disruption & margin-intelligence dashboard for import/export merchants. React + tRPC + Drizzle/MySQL, LLM-augmented risk scoring.
Free Excel calculator for invoice price, pocket price, margin leakage and true B2B deal economics.
CPG Margin Diagnostic Tool — cpg.jakeherridge.com
End-to-end product profitability and margin analysis using Python, machine learning, and Power BI to identify high-value products, margin risks, and business opportunities.
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