At Facebook, the mission is to give people the power to build community and bring the world closer together. In this talk, Necip Fazil Ayan will present the most recent work on using deep learning for machine translation and language understanding to unlock meaning across languages to help that mission. He will talk about the challenges of doing machine translation and language understanding at large scale, and will discuss technologies and platforms that have been built to tackle these challenges.