Announcing the Bengaluru June Elasticsearch meetup being hosted at Go-Jek.
Title: What's new with Elasticsearch?
Speaker: Aravind Putrevu
With 6.8 and 7.1, Elastic has reached a significant milestone and released something that you, our community would enjoy learning and playing with. Here are things that I'm going to discuss.
- Configuring Security with Elasticsearch - Elastic made it free.
- Running Elasticsearch on Kubernetes
- Few other updates on stack
Title: Learning to Rank plugin with Elasticsearch and its uses at Go-Jek
Speaker: Jewel James, Data Scientist
This talk summarizes the approaches considered and lessons learnt during the design and successful experimentation of a search system that uses ML to personalize the restaurant results based on the user’s food and taste preferences .
We formulated the estimation of the relevance as a Learning To Rank ML problem which makes the task of performing the ML inference for a very large number of customer-merchant pairs the next hurdle.
The talk will cover our learnings and findings for the following:
a. Creating a Learning Model for Food Recommendations
b. Targetting experiments to a certain percentage of users
c. Training the model from real time data
d. Enriching Restaurant data with custom tags
Please attend if you are around. RSVP here