Mitra Goswami

Senior Director Data Science and Machine Learning, PagerDuty

Biography

Mitra Goswami, Senior Director at PagerDuty, is a machine learning professional with a track record of empowering Machine learning products in Astrophysics, Media, Martech, and the Financial Services Industry. Her expertise and interests lie in building scalable data-centric teams, creating cost-effective data engineering solutions, and leading machine learning innovation driving business value. She has served as the Director at Capgemini Financial Services and ActiveCampaign, a unicorn startup prior to joining PagerDuty. Mitra enjoys mentoring data scientists and students interested in joining the field and writing blog posts about AI and machine learning.

Speaker Session

00:00 XM – 00:00 XM TZ

The power of AIOps

The power of AI and machine learning is most often enjoyed by the product (end) users and not necessarily by the product-code makers and developers. However, the AI in AIOps is catered towards the AI code creators and other coders and developers. AIOps leverages vast amounts of historical data and targets algorithms to find the root cause of failures, to derive service correlations, to find anomalous service activities in operations cycles, etc., with the goal to unblock developers, optimize productivity, and enable remediation of issues that can hinder faster, more agile and smoother code development and deployment. In this session, Mitra Goswami will share the AI use cases that can make the most impact in this field and why, according to her, AIOps is the tool of the developer, by the developer, and for the developer!

The power of AIOps

The power of AI and machine learning is most often enjoyed by the product (end) users and not necessarily by the product-code makers and developers. However, the AI in AIOps is catered towards the AI code creators and other coders and developers. AIOps leverages vast amounts of historical data and targets algorithms to find the root cause of failures, to derive service correlations, to find anomalous service activities in operations cycles, etc., with the goal to unblock developers, optimize productivity, and enable remediation of issues that can hinder faster, more agile and smoother code development and deployment. In this session, Mitra Goswami will share the AI use cases that can make the most impact in this field and why, according to her, AIOps is the tool of the developer, by the developer, and for the developer!