Automotive aftermarket pricing analytics
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Updated
Apr 1, 2026 - Python
Automotive aftermarket pricing analytics
SQL analysis of 8,399 Canadian retail transactions identifying $1.1M in hidden losses and their root cause
Free Excel, Python and LLM toolkit for planning usage-based cloud and AI products: usage to revenue, LLM and cloud cost, gross margin, risk-adjusted ROI. Synthetic data
This margin analysis quantifies unrecovered profit, identifies loss making jobs, clients, and routes, and delivers clear recommendations to improve pricing and operational efficiency.
ICT full-stack quoting and bid engine: internet customer scenario in; three-tier quote, 3-year TCO, margin validation against the 7.37% published direct-sales baseline, and a bid playbook (response table plus strategy) out. No fabricated prices - enterprise equipment pricing is not public, so a relative cost index is used.
Pricing and costing decision studio for pocket margin, revenue leakage, quality controls, elasticity evidence, and Power BI/Streamlit actions across 240 products.
CPG Margin Diagnostic Tool — cpg.jakeherridge.com
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.
Fintech pricing operations platform for managing merchant pricing requests, margin validation, approval workflows, SLA tracking, and audit trails.
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.
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.
Margin Sentinel — real-time freight-disruption & margin-intelligence dashboard for import/export merchants. React + tRPC + Drizzle/MySQL, LLM-augmented risk scoring.
Pricing and margin controls on a synthetic market: repricing engine, margin alerts, promotion stacking audit, vendor-funding plan and a CUPED price test.
Python-based pricing optimization project using retail transaction data, machine learning, and simulation to identify profit leakage and estimate a $182K margin uplift.
Data pipeline tracking KINZ product COGS against competitor prices: Airflow ingestion, B2B/B2C margin calculation, FastAPI, Streamlit dashboard and Slack alerts on margin erosion.
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.
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.
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