Poonam Dhavale | Couchbase Blog

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All posts by Poonam Dhavale, Principal Software Engineer

Poonam Dhavale is a Principal Software Engineer at Couchbase. She has over 20 years of experience in design and development of distributed systems, NoSQL, high availability, and storage technologies. She holds multiple patents in distributed storage systems and holds certifications in machine learning and data science.

How Couchbase Simplifies Data Science (Part 2)
How Couchbase Simplifies Data Science (Part 2)

Run data science predictions on data stored in Couchbase using query, analytics, and charting features using churn analysis as an example.

How Couchbase Simplifies Data Science (Part 1)
How Couchbase Simplifies Data Science (Part 1)

Data science processes can be simplified using Couchbase services to build models, reduce data migration, query, analyze, and more.

How to Use Couchbase as a Machine Learning Model Store [Part 2 of 2]
How to Use Couchbase as a Machine Learning Model Store [Part 2 of 2]

Learn how to use the Couchbase Data Platform as a ML model store – using binary or JSON – to meet the performance requirements of online machine learning.

5 Use Cases for Real-Time Prediction Serving Systems with Couchbase [Part 1 of 2]
5 Use Cases for Real-Time Prediction Serving Systems with Couchbase [Part 1 of 2]

Learn how Couchbase serves real-time machine learning predictions in production and the storage needs of an enterprise prediction serving system.