Physical Books Online Store

I want to launch a dedicated e-commerce site that sells only physical books. The usual catalogue, search, cart and checkout flow should feel as smooth as any modern bookstore, but what will really set the site apart is a personalised recommendation engine. Every registered customer should see a “You may also like” shelf that is generated strictly from their own previous purchases—no generic trending lists or browsing-history hacks. Once a buyer completes an order, that data needs to feed the algorithm so their next visit immediately reflects the new insight. I am open to whatever stack you feel delivers the best performance, as long as it is maintainable and ready for growth. Deliverables • Responsive storefront with category and keyword search • Secure user accounts, order history and wish-list features • Checkout flow wired to a mainstream payment gateway of your choice • Recommendation module that surfaces titles based on each user’s past purchases and updates in real time • Admin dashboard for inventory, pricing and content management • Clear deployment notes so I can host and scale the site independently Please outline any existing libraries or services you would leverage for the recommendation logic, expected development timeline, and a brief plan for testing the accuracy of the suggestions.