18 Sat 09:00 AM – 05:40 PM IST
Accepting submissions till 30 Nov 2019, 11:59 PM
Rootconf is a platform to discuss real-world problems around Site Reliability Engineering (SRE), DevOps for data engineering platforms, evaluating and adopting technologies such as Kubernetes and containers, and DevSecOps.
Rootconf Delhi edition will be held on 18 January 2020 at the India International Centre (IIC).
Speakers from Flipkart, Hotstar, MindTickle, Red Hat and Naukri.com will discuss the following topics:
To know more about Rootconf, check the following resources:
For information about the event, tickets (bulk discounts automatically apply on 5+ and 10+ tickets) and speaking, call Rootconf on 7676332020 or write to firstname.lastname@example.org.
The main problem we were facing at Zomato that it takes 1-2 month to take a ML model live. Data scientists and ML engineers work on a variety of problems at Zomato such as predicting kitchen preparation time (time taken by the restaurant to prepare the food given the live order state of the kitchen), predicting rider assignment time (time to assign a free rider to pick up the order given the real time availability of riders), personalised ranking of the restaurants for a user etc. I will go in detail about the platform we made to cater to these use cases and which made it very easy for anyone to take a model live in less than a week.
Software Engineers, ML Engineers and DevOps Engineers
I have been working with Data Scientists and ML engineers for more than 3 years at Zomato solving various user facing problems like personalized ranking, prediction kitchen preparation time, rider assignment time using machine learning. Being a software engineer at heart, I understand the problems being faced to make any real time complex machine learning model live in production at a scale. I have deployed all the above models facing 100k rpm at peak time.