Description:

Most of the businesses deals with customer's data. This data may contains PII, PCI and other sensitive information. This kind of confidential data requires a proper governance policy. The governance policy include the policy related to data deletion, data retention, data usage etc. It is hard for a business, to manage customer's data following this strict data compliances. It incorporates the challenges, like data being present at multiple locations, the sensitive data being exposed to the developers, no footprint of data etc.

Tentative Agenda covers in the talk: 1, Importance of data governance policy. (5 min) 2. How can we make sure that none of the sensitive information is accessible to developers. (10 min) 3. Possible way to make sure that data retention and data deletion policy is adopted with ease. (10 min)

Prerequisites:

None of the specifics are required, but it's better to have an understanding like, what is customers dats and how does other using it.

Speaker Info:

Suraj Agrawal, is an Sr. Machine Learning Engineer, working at Observe.ai. He has an experience in developing, deploying and evaluating large scale model, including LLMs. LinkedIn: https://www.linkedin.com/in/suraj-agrawal-204b70b8 GitHub: https://github.com/sagrawal1993

Speaker Links:

https://doi.org/10.1016/j.ipm.2021.102690