Contact person: Business Client

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Location: Los Angeles, United States

Budget: Recommended by industry experts

Time to start: As soon as possible

Project description:
"I’m building a new retail platform from the ground up and the first milestone is an AI module that relies on computer vision. I need a developer who can train, fine-tune, and deploy a model (TensorFlow / PyTorch, OpenCV, or a comparable stack) so the system can recognise products on-shelf and feed that data straight into our store analytics.

Once the AI backbone is in place, I also need photorealistic product renders for the website and marketing collateral. If you’re comfortable in Blender, KeyShot, or similar tools, you’ll have everything you need—CAD files, material references, and style guides are ready.

Finally, the site and in-store POS have to talk to each other seamlessly. I’m already licensed for a cloud-based POS; your task is to hook its API into the web front end so stock, pricing, and promotions stay in sync without manual updates.

Key deliverables
• Computer-vision model deployed to my cloud environment with an inference API and basic dashboard
• A set of hi-res product renders (white-background, hero, and lifestyle angles)
• End-to-end integration between POS and website, fully tested and documented

If you have a track record in these three areas, I’d love to see examples and discuss timelines." (client-provided description)