AI Website Built with PyTorch

I want to launch a fully-functioning website whose core intelligence layer is developed in PyTorch. While the exact use-case can still evolve together—whether conversational support, analytics, or personalised recommendations—the goal is the same: ship a production-ready site where the AI component runs reliably, scales, and can be iterated on quickly.

Here’s what I need from you:

• Architect the solution end-to-end, selecting the web stack, database, and cloud services that pair smoothly with PyTorch.
• Build or fine-tune the PyTorch models, wrap them in clean APIs, and integrate them seamlessly into the front-end.
• Design the UI/UX so that users interact naturally with the AI feature set on both desktop and mobile.
• Implement testing, logging, and a straightforward deployment pipeline (CI/CD preferred) so updates to the model or site ship with minimal friction.
• Hand over well-documented code, reproducible training scripts, and a short walkthrough video so I can maintain or extend the project after delivery.

Acceptance criteria: the site runs from a single command, passes agreed unit/integration tests, and the AI component returns responses within acceptable latency thresholds under moderate load.

If you’re comfortable owning the full stack while working primarily in PyTorch, let’s discuss your approach and timeline.