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upwork.com 🟡 2026-05-22

🔹 Automotive Salvage ROI Analytics System
👤 Client: 🇲🇩 Moldova Member since 2025-07-27
💰 Price: ****
🚩 Problem: Manual evaluation of auction vehicles leads to inefficiency in calculating profitability for dismantling and parts resale.
📦 Existing: Copart account access.

Specifications:

[Target] Copart and IAAI auction listings
[Method] Web scraping and API integration
[Method] VIN decoding
[Method] AI-driven image analysis for damage detection
[Method] ROI calculation algorithms (Parts value - Shipping - Labor)
[Stack] Python, FastAPI, PostgreSQL or ClickHouse
[Stack] OpenAI or Claude APIs
[Format] Watchlist dashboard
[Security] Scalable architecture for future platform expansion

Workflow:

1. Data extraction from Copart/IAAI via scraping/APIs.
2. VIN decoding and vehicle specification mapping.
3. AI analysis of auction photos and damage descriptions.
4. Valuation of individual components (engine, transmission, body, interior).
5. Calculation of net profit considering shipping and labor costs.
6. Filtering and saving high-ROI vehicles to dashboard.