I'm a software engineer deeply in love with Data and Machine Learning. I've been experiencing the ML research word in Singapore at the Nanyang Technological University working for NLP application to the Fintech world. After some publications in international journals, I've decided to get into the word of industry and apply my knowledge to business problems. Thus, now back to Italy, I'm working as a Big Data Engineer at NTTData designing and developing Big Data Platforms to extract business value out of the company's data.Back to speakers list
MLOps our antidote for the Machine Learning virus
Data is a new Virus able to modify the DNA and transform every organization into a super economic forerunner hero. Data scientists are the doctors. They enable the transformation inoculating the virus within their Machine Learning (ML) black box pills. But often their results do not last over time because ML Models rarely get into production. This is often related to the absence of a framework. Now it's time to make the treatment permanent. Our solution can be seen as an MLOPS framework that aims to deploy, scale, and monitor every step of an ML System.