Meesho Set to Open Source its ML Platform [Video]

At the Nvidia Summit in Mumbai, eCommerce giant Meesho announced that it is open-sourcing its ML platform.

Debdoot Mukherjee, head of AI at Meesho, said, “We will be open-sourcing our ML platform, including our feature store and model orchestrator. We believe this move will empower developers and data scientists everywhere to leverage the power of AI more effectively.”

In a presentation titled “Cost Effective High-Performance Model Serving for the Masses,” Debdoot presented a deep dive into Meesho’s ‘massive scale’ machine learning models. 

He spoke about Feature Store, an architecture designed for high-performance machine learning operations. The architecture helps Meesho standardise and manage features for their machine learning models at scale, bridging raw data and their ML models. 

The presentation also revealed that this system could handle millions of requests every second, and 99 per cent of these requests are handled in under 10 milliseconds. Debdoot added that this Feature Store architecture is also set to be …