Davide Caroselli

Director of Ai Engineering @Translated

Translated is the largest cloud-based professional translation company with a strong focus on AI and\\\\nhuman-machine symbiosis.\\\\n\\\\nAt Translated I am the head of development of the most advanced Adaptive Machine Translation solution in the market: ModernMT. This machine translation is incremental (learning from user corrections) and adapts to the context (learning outside sentence boundaries).\\\\nModernMT has revolutionized machine learning by subverting the train/inference paradigm and allowing the machine to train itself at runtime to evolve over time with human feedback.\\\\n\\\\nAchievements and tasks:\\\\n• Developed a groundbreaking new machine translation technology with built-in human feedback capability achieving real-time learning.\\\\n• Drove the growth of the ModernMT infrastructure and service from a research lab tool to a global product serving thousands of translation requests per second.\\\\n• Designed and developed the solution to integrate ModernMT with Airbnb which led to the signing of the largest private deal in the history of translation.\\\\n• Led a team of 10 people, engineers, and researchers, in creating a machine translation technology that has ranked at the top in scientific competitions like WMT18.\\\\n• Designed and implemented geo-distributed architectures with near-real-time synchronization and consistency in both Java and C/C++ for sub-millisecond request execution.\\\\n• Reduced infrastructural costs by 80% thanks to customization and optimization of state-of-the-art Neural Network models in full-fledged production-ready global services.\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n