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Picnic is the world’s fastest growing online supermarket that makes grocery shopping simple, fun, and affordable for everyone. We will show you how we transformed an already convenient shopping experience into a delightful ultra-fast shopping blitz-stop. In this talk we provide a view behind the scenes of our deep-learning based behavioral analytics and prediction engine. We will talk you through our ups-and-downs of product, category and promotional recommendations of FMCGs and do not shy away from demoing also the failures. Now we are able to predict with >95% likelihood the top 12 articles of the next order of each of our customers. We will show you how our connected devices, ubiquitous data, and a full-fledged machine-learning logistics backend fuels all our innovations and operations. Data Science Challenge 1: Shopping challenge. How to shop for 30 items in 3 minutes while it takes for 3 items usually 30 minutes with common apps? Data Science Challenge 2: Distribution challenge: How to delivery in 20 minute windows while the industry still struggles with 2 hour windows? Data Science Challenge 3: Innovation challenge: How to innovate with 2000 people as you did when you were in a garage with 20? Read less