Biography
Kalyan is a Principal Research Scientist at MIT, leading a group called Data-to-AI. A 3-time startup founder, Kalyan is interested in big data science and deployable machine learning systems.
Recent Posts
Critical capabilities for AI-generated synthetic test data
AI coding assistants have made the shift-left testing urgent. Synthetic data can help, but only if it captures far more than statistical realism.
SDV 2.0 : Generative relational models for enterprise relational data
SDV 2.0 turns any enterprise database into a Generative Relational Model, a reusable AI asset trained on your own proprietary data.
Enterprise AI should train where enterprise data lives
Should enterprises access AI through an API which involves sending those labs their proprietary data? Or should they access AI by installing open source models on-premises and further training them on enterprise-specific data?
The Most Important Open Source Demographic That No One Thinks About
How we define a user in 2023 to build a community around synthetic data.
The SDV in 2021: A year in review
In this article, we summarize SDV growth – downloads as well as community building – that indicates increasing market demand for synthetic data.
Blog Authors
The DataCebo Blog is a collaborative effort by the team.
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