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.
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.
Python-based pricing optimization project using retail transaction data, machine learning, and simulation to identify profit leakage and estimate a $182K margin uplift.
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.
Pricing and costing decision studio for pocket margin, revenue leakage, quality controls, elasticity evidence, and Power BI/Streamlit actions across 240 products.
Pricing and margin controls on a synthetic market: repricing engine, margin alerts, promotion stacking audit, vendor-funding plan and a CUPED price test.
CPG Margin Diagnostic Tool — cpg.jakeherridge.com
Governed margin and inventory source of truth for small/mid retail and DTC teams - dbt star schema, DAX measure library, and RLS-scoped Power BI cockpit.
End-to-end margin analysis identifying $566k in revenue leakage across 9,994 transactions using Python, DuckDB, SQL, and Tableau.
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.
Margin Sentinel — real-time freight-disruption & margin-intelligence dashboard for import/export merchants. React + tRPC + Drizzle/MySQL, LLM-augmented risk scoring.
Sales and profitability analytics solution using SQL, Python and Power BI to identify margin leakage, discount impact, regional performance and sales opportunities.
Automated Data Engineering pipeline tracking KINZ product COGS, competitor pricing, and real-time B2B/B2C profit margins with Slack alerting. Airflow + Postgres + FastAPI + Streamlit.
AI-powered food cost diagnostic for QSR operators: identifies waste, portion drift, inventory loss, and margin pressure before they become larger profitability problems.
Synthetic MSc-style retail BI, margin analytics, forecasting and local Flask dashboard lab
Free Excel calculator for invoice price, pocket price, margin leakage and true B2B deal economics.
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