This is a guest post by Ankit Sirmorya, a Machine Learning Lead/Sr. Machine Learning Engineer at Amazon. Ankit has been working on applying machine learning to solve ambiguous business problems and improve customer experience. He is developing machine-learning-based solutions to send personalized reorder hints to customers.

8m read timeFrom highscalability.com
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Problem StatementGathering RequirementsHigh Level DesignComponent DesignUserProfileInfo – Sample Data ModelFetch User RecommendationsSwipes and MatchesMatches Data ModelUser Switching LocationsElastic Search ClusterOptimizationReferences
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