I am a part of Search, Networks, and Analytics (SNA) group at LinkedIn, and work on data driven products. Leading a very talented bunch of data scientists and engineers for technological advancements in "People You May Know" (PYMK). PYMK is a large-scale recommender system that analyzes billions of edges to predict social connections. Extended PYMK's ability to bring new members on LinkedIn.
Also, worked on "Related Searches", a search query recommender system and "Feed Relevance".
Using Hadoop, PIG, Machine Learning algorithms, to analyze a ton of data to build these systems.
Some of the contributions:
* More than 8 times increase in the number of connections from PYMK with new feat...
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social networkcommunity detectionorganizational overlaplink predictionwww 2013
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