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I ran into the same problem last year and wound up building a personal search engine. It reads in listings from rss feeds and mailing lists and runs them throug
by jamii 16y ago
I ran into the same problem last year and wound up building a personal search engine. It reads in listings from rss feeds and mailing lists and runs them through a simple ML classifier to filter out the dross. The classifier is seeded a list of keywords and then trained by feedback (thumbs up / thumbs down). It also doubled up nicely as an example project when I came to applying for jobs.
I've been thinking about adding a web interface and making it available to the public. Would anyone be interested in this sort of thing?
I have plenty more ideas for data sources eg follow links from HN and Reddit and crawl for links named jobs/careers. I could seed the classifier with content from uploaded resumes or from personal blogs. If enough people were to use it I could switch to collaborative filtering for the scoring. Imagine waking up to an RSS feed full of recommended positions based on the technology you write about in your blog and the code you upload to github.