In this episode, Vineeth Loganathan, the Director of Machine Learning at ViralGains, discusses building a successful data program. He explores the importance of a clear vision and steps in delivering value through data. Vineeth also explains the concept of zero-party data and how it can be used for targeted marketing. Tune in to gain insights on balancing short-term and long-term data needs and delivering value to customers.
Highlights:
[00:00:57] Zero-party data for ads.
[00:06:00] Closing the loop on data.
[00:07:20] Understanding stakeholder needs.
[00:11:51-00:12:01] Defining metrics and understanding churn.
[00:16:10] Delivering value with machine learning.
[00:20:46] Research in machine learning.
[00:22:03] NLP advancements and their impact.
[00:26:10] Analyst in a box.
[00:30:22] Prompt engineering and ML ops.
[00:34:49] Formulating strategies in ML.
Vineeth Loganathan leads Machine Learning and Data Science at ViralGains, an ad-tech company based in Boston. His team's charter is to leverage the power of machine learning to deliver an audience-driven marketing strategy for brands that optimize outcomes across the customer decision journey.
He has 15+ years of experience leading data science teams across Disney, Amazon, Microsoft, and Airbnb.
Connect:
https://twitter.com/VineethLogan
https://www.linkedin.com/in/vineeth-loganathan/
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The Tech Trek explores how engineering leaders build teams that deliver real outcomes. The show looks at the connection between people, impact, and technology, and how that relationship is changing fast with data and AI now at the center of every product and company.
Hosted by Amir Bormand, founder of Elevano, the show features CTOs, VPs of Engineering, heads of data, and technical leaders who have built and scaled teams in high pressure environments. They share the decisions that shaped their path, the experiments that worked, and the thinking they rely on to stay ahead in a world defined by