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Would you be open to have a discussion about FAANG-scale recommender systems? I have a small website that could heavily profit such a recommender system. With 2
by firsttimeplayer 4y ago
Would you be open to have a discussion about FAANG-scale recommender systems? I have a small website that could heavily profit such a recommender system. With 200k daily visitors there should be enough data to train a model, but our current implementation sucks and barely beats random.
If yes, how can I contact you? Twitter?
- andrewingram 4y agoNot the person you're asking, but i'm curious what your current approach is. In my first job (ecommerce site) I built a (very slow) recommendation system based on k-means clustering and it did a pretty good job of clustering customers based on interest and suggesting products, definitely better than random. Building it today would be much faster because there are actually proper libraries/programs for doing this, rather than my inefficient vanilla Python implementation.
- axg11 4y agoFor sure - @arshamg_ on Twitter. DMs are open.