It's been impossible for me to find a job, as per this thread: [http://news.ycombinator.com/item?id=754426]. ctb9 and I started emailing, and he encouraged me to work on a project, so I pursued one of my ideas and made a Hype Machine/Pandora tool for the newest songs in Hip Hop. It took me a week to build this prototype.
It is built in Flash/ActionScript, PHP, and MySQL. I use PHP to parse blogs and then download files, which took some engineering. It uses item-based collaborative-filtering techniques for music recommendation. Music storage is on Amazon S3.
I hope you like it.
1) Don't make it autoplay - "Press play to get started" is much, much, much better
2) Ask me for artists I like and make recommendations
3) Ask me for friends that are also on hiphopgoblin and let me see (and play!) their likes/dislikes
4) Make the player pop out and keep the music playing when I open top 50 somehow (new window?)
5) Can I get some visual feedback when I thumbs up something?
Absolutely love the low barrier to entry!