Gautam Gupta
Technology leader with AI / ML / Cloud focus
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Gautam is a technology leader with 16 years of experience in building and delivering technology solutions in data engineering, AI/ML modeling and cloud.
He has worked in multiple geographies across Europe, Asia and USA. He is a seasoned professional in Fintech and Telcom billing domains with experience at Intuit, Lending Club, Amdocs and Oracle.
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AI DEV OPEN SESSION: Learn Realtime AI with Apache Flink
Traditionally, AI is considered as Batch processing. But Realtime AI needs are growing. In this session, I will cover Realtime AI with Apache Flink.
Companies like Amazon, Facebook etc are doing near real time recommendations based on machine learning models. To enable these AI models, there is a need for a framework like Apache Flink.
It is a beginner session for Apache Flink and Realtime AI.
Design Patterns to Build an AI Based Big Data Platform for Real Time Use Cases
Big data and AI are present in almost every organization. The challenge is to integrate the AI needs of the enterprise with the Big data capabilities. Real time data is another dimension that adds complexity to this whole setup. There are multiple ways to tackle this issue.
In this talk, I’ll share the design principles and patterns from my experience that can help in building a Real time Big data platform for the AI needs of the enterprise. I’ll demonstrate the methods to integrate asynchronous and synchronous patterns of communication in the context of a Big Data store.
Harnessing the Power of AI for Personalization
Personalization is a game changing goal for an organization. It can bring a boost to revenue as well as increase customer satisfaction. In this talk, I’ll show you the real life technology use cases of AI for implementing Personalization. I’ll share the tips and tricks of effectively using AI in the context of personalization. Join this session to learn the core AI models that can help in building awesome Personalized experiences for your customer.
How to Build AI based Personalization at Scale
Personalization is an end goal for every B2C companies. Artificial Intelligence can help in building Personalization platform at scale. One of the best example of massive personalization is Netflix. In this session, I will cover step by step process to build a Personalization Platform with Artificial Intelligence based models. This session covers the challenges and best practices of dealing with the consumer data at such a scale.
Learn to use Artificial Intelligence for Personalization
Successful Personalization is the most important factor behind the growth of Netflix, LinkedIn and Amazon. With personalized recommendations, Amazon can generate more revenue, Netflix can attract more subscribers and LinkedIn can link more users. In this session, we will learn Artificial Intelligence and how to use it to create a Personalization experience.
PRO TALK: How to Build AI based Personalization at Scale
Personalization is an end goal for every B2C companies. Artificial Intelligence can help in building Personalization platform at scale. One of the best example of massive personalization is Netflix. In this session, I will cover step by step process to build a Personalization Platform with Artificial Intelligence based models. This session covers the challenges and best practices of dealing with the consumer data at such a scale.
Gautam Gupta
Technology leader with AI / ML / Cloud focus
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