The Fifth Elephant 2024 Annual Conference (12th &13th July)
Maximising the Potential of Data — Discussions around data science, machine learning & AI
Jul 2024
8 Mon
9 Tue
10 Wed
11 Thu
12 Fri
13 Sat 09:00 AM – 06:05 PM IST
14 Sun
Maximising the Potential of Data — Discussions around data science, machine learning & AI
Jul 2024
8 Mon
9 Tue
10 Wed
11 Thu
12 Fri
13 Sat 09:00 AM – 06:05 PM IST
14 Sun
Sai
Submitted Jun 15, 2024
In today’s data-centric world, businesses rely on personalization now more than ever. Whether it’s personalizing user experiences, optimizing operations, or predicting market trends, data plays a pivotal role. To harness the full potential of data, organizations are turning to real-time feature stores. In this talk, we’ll explore what real-time feature stores are, why they matter, and how we at Zupee have leveraged real-time feature stores for various use cases.
Zupee is a rapidly growing real money gaming platform that caters to a growing user base of more than 100 million registered users. We have been building data powered models to enhance the overall user experience and improve the integrity solutions on our app. These include multiple ML models to improve user recommendations, system integrity solutions etc. The full potential of these models can be leveraged when deployed on real-time data. Serving features on a reliable, real-time and centralized basis would be necessary for these to work. This calls for a Real Time Feature store to be built.
By leveraging the real-time feature store, we are able to activate multiple ML use cases such as fraud detection, player protection, personalized experiences, recommender engines etc. on a real-time basis and also serve these centralized features for other use cases such as:
Jul 2024
8 Mon
9 Tue
10 Wed
11 Thu
12 Fri
13 Sat 09:00 AM – 06:05 PM IST
14 Sun
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