The Fifth Elephant winter edition 2019

ML plays a key role at Swiggy from restaurant recommendations to DE assignments. Vidura, ML platform is a group of services that aims to democratize data science experiments through rapid iteration and applying the best engineering practices to the Data science process.

Outline

1. ML at swiggy
2. Initial iterations
   • Design consideration
   • Problems
3. Vidura
   • ML Process
     • Experimentation
     • Productionizing
       • Feature Engineering
       • Maintenance
       • Metrics
       • Outcomes
   • Architecture
     • Reactive design
     • Whats next
   • Democratizing with forecasting and simulation

Speaker bio

Senior Software engineer at Swiggy working on building a scalabale Data Platform and Machine Learning Tooling

Slides

https://docs.google.com/presentation/d/1ujISTm3kJkHQoF5UHwuGP2CkF0iDS-KTY7Tn-H20g6o/edit?usp=sharing