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We need to build a image gallery site similar to popular pin social site. you can use open source code to build it. Developer should propose the architecture
Admin panel is needed to manage the site.
Search should be fast and you need to use nosql to store and retrieve data.
Lazy loading should be used to load the images
You need to use PHP and site should use responsive design so it works in mobile and tablets