Who Knows Who or What?

A few years ago I had the opportunity to help build a social media platform designed to connect professionals with various connections. The idea being to index users based on companies or individuals they had previously mentioned having a connection to. While this is a problem I still don’t fully understand it was especially difficult […]

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Embeddings in Machine Learning

I’ve recently been tasked with applying machine learning and neural networks to classify documents at my day job. Everyday while working to solve this problem I have new realizations about this field which was completely foreign to me only a few months ago. I took what is called a top-down approach, which basically means diving […]

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