Talk details
Title: MLOps: productionizing ML services
Speaker: Rajat Singhal, Founder & CEO at Black Basil Technologies, India
Date: 20 August 2023
Time: 7 PM (IST)
Abstract:
MLOps is the practice of applying DevOps principles to machine learning projects, such as automation, collaboration, testing, monitoring, and deployment. It helps to streamline the workflow, reduce errors, and improve the efficiency and quality of ML models. In his talk, Rajat will brief about the importance of MLOps in the AI industry and state-of-the-art approaches for streamlining ML services. He will discuss various MLOps pipelines and open-source tools for performing MLOps effectively. Finally, he will go through the necessary skills and current career circumstances in this field.
Speaker’s bio
Rajat Singhal is currently the Founder & CEO at Black Basil Technologies, India. Earlier, he was working as a Chief Technical Architect at Element5, India. He also worked at ThoughtWorks India as an Account Technical Principal, where he contributed to several open-source projects such as Vakyansh and Bhashini for Indian languages. He has over 16 years of extensive experience in the area of architecture, data engineering and software development.