This podcast discusses the challenges of deploying machine learning models in production. These include model degradation over time, infrastructure challenges, and data security. The podcast also discusses the need for proper automation of ML processes and how it is implemented by leveraging AWS Cloud Services in projects at Thomson Reuters Labs
Lakshminarayan is a Lead Engineer - Machine Learning at Thomson Reuters Labs in Bangalore. He works with a team of engineers, scientists and designers to deliver ML solutions in TR products. &nbsp;
Harpreet is a Senior Cloud and DevOps Engineer at Thomson Reuters Labs in Bangalore. He works with a team of engineers, scientists and designers to build and Deploy solutions in Cloud.
Ms Shirsha Ray Chaudhuri, from the Thomson Reuters team, deserves special recognition for her efforts in coordinating this Podcast Series with the team.

The Passion Perspective

Join us on the D4 Data Channel podcast as we delve into the ethical and societal implications of AI and other digital technologies and their role in promoting Sustainability. In each episode, we invite professionals to share their stories and expertise in relevant fields. In addition to technical topics, we also cover personal development, and how individuals can leverage technology to advance their careers and build their personal brands.