Aman is a Group Product Manager at Arize AI, where he works on ML Observability solutions. Prior to Arize, Aman worked on the Jukebox Feature Store at Spotify, and ML Evaluation frameworks at Cruise.
Talks
- Jukebox : Spotify's Feature Infrastructure
FSS 2021
The team at Spotify talk about the challenges by when building a central feature infrastructure at a highly autonomous organization.
- Panel Discussion - Solving the Hardest Problems at Scale
FSS 2021
Spotify, Salesforce, Twitter, Hopsworks, and Iguazio will discuss the significant role of feature stores as a company scales.
- Feature Store Observability: What it is, and why it matters
FSS 2022
Aman will discuss the state of ML production monitoring, its challenges, and how to actively improve models and features in production.
- Data Quality & Feature Stores
FSS 2022
A discussion on challenges of data quality for features and whether differentiate from general data quality requirements for analytics.