Nicki Watt and Michal Bachman present the lessons learned (and being learned) on an active Neo4J project – Opigram. Opigram is a socially orientated recommendation engine which is already live, with some 150k users and growing. Nicki and Michal outline their usage of Neo4j, and some of the challenges they encountered, as well as the approaches and implications taken to address them.