Emmanuel Raj is a Finland-based Lead Machine Learning Engineer with 7+ years of industry experience. He is the author of the “Engineering MLOps” book, Lead Machine Learning Engineer at Relex Solution and an ML researcher at Arcada University of Applied sciences. He is passionate about democratizing AI and bringing research and academia to industry. He is proficient in building data pipelines, Machine learning models and deploying software to production.