vinooganesh - Overview

Hey, I'm Vinoo

CEO & Co-Founder at Kepler, building deterministic AI infrastructure, starting with financial data.

Previously: Head of Business Engineering at Citadel, CTO at Veraset (acquired), Engineer at Palantir Technologies.

What I'm Working On

  • Kepler: AI that never makes up numbers. We prevent LLMs from generating financial figures directly; instead, AI interprets intent while deterministic code retrieves data and performs calculations. After speaking with 137 financial firms, the pattern was clear: teams don't trust AI-generated numbers, and they shouldn't have to.

What I Think About

  • Data infrastructure as the foundation for reliable AI
  • Forward Deployed Engineering and closing the gap between software and real-world deployment
  • Cost optimization in cloud and data systems, getting more signal per dollar
  • Context engineering as a data pipeline problem, not a retrieval tuning problem

Writing

I write at vinoo.io about data engineering, AI infrastructure, and the craft of building production systems. Some recent posts:

I also publish on Substack (Efficiently) and contribute to the Kepler blog.

Teaching

LinkedIn Learning Courses:

Conference Talks (selected):

  • The Apache Spark File Format Ecosystem, Spark Summit / Data+AI Summit
  • Accelerating Data Evaluation, Databricks Data+AI Summit
  • Zero to Pipeline, O'Reilly Superstream Series
  • Designing Data Pipelines, O'Reilly Live Training (3 sessions)
  • Guaranteeing Pipeline SLAs and Data Quality Standards, Airflow Summit

Open Source

Background

  • Washington University in St. Louis, Computer Science, School of Engineering & Applied Science
  • Member of McKelvey Engineering National Council and Alumni Board of Governors
  • Advisor to Databand.ai, Horangi (cybersecurity), Sync Computing (Databricks optimization)

Connect