**Title:** Automation Developer Needed – Car Listing Workflow (Scraping + AI + System Integration) **Project Overview** I am looking for an experienced developer to build an automated workflow that streamlines the process of creating car listings based on auction data, VIN lookup, and AI-generated content. The goal is to reduce manual work and create a scalable system that can handle a high volume of cars efficiently. I have attached a workflow diagram that illustrates the full process . The system should follow this logic closely. --- **Scope of Work** The automation should include the following steps: 1. **Auction Integration** * Detect when a car is purchased (e.g., from an auction platform) * Log into the auction system and download the car’s PDF with details 2. **VIN Lookup** * Extract VIN from the PDF * Use VIN to fetch additional data (e.g., via external service [www.partslink24.com](http://www.partslink24.com)) * Download equipment/specification data as PDF or structured data 3. **Data Processing** * Extract relevant information from PDFs (car specs, equipment, etc.) * Structure the data for further use 4. **Car Listing Creation** * Log into our internal system (car management platform) * Automatically create a new car listing * Fill in all relevant fields (technical data, equipment, etc.) 5. **AI Integration** * Generate listing text based on a predefined template * AI should rewrite/adjust text using the extracted equipment data 6. **Workflow Completion** * Allow manual review/approval step * Upload images * Set price * Publish listing --- **Technical Requirements** * Ability to build a **robust and scalable system** * Clean, maintainable code * Preferably experience with similar automation workflows --- **Nice to Have** * Experience in automotive or marketplace platforms * Understanding of VIN-based data systems * UI/UX thinking for simple internal tools (if needed) --- **Deliverables** * Fully working automation system * Documentation of setup and workflow * Ability to scale and modify later --- **Additional Notes** This is not a small script – it’s a **complete workflow automation system**. The right candidate should be able to think in systems and optimize for efficiency and scalability. --- **To Apply** Please include: * Relevant experience (especially similar automation projects) * Tech stack you would use * Estimated timeline * Any suggestions or improvements to the workflow I am looking for a long-term collaboration if this project is successful.