Avinash Saraswat

Global Solutions Leader, AI Infrastructure at Google Cloud

Avinash Saraswat

Applied AI for the enterprise, with a focus on regulated financial services and on agentic work checked against what the agent did not write.

I work at Google Cloud on AI infrastructure. I write a series on running knowledge work in an agentic IDE, and each piece shows the run behind it. I also write short takes on enterprise AI in regulated finance, and both publish on Substack. I maintain a public evaluation harness for AI-generated financial analysis.

Featured

  1. Series Six months of agents running my notes, measured. Forthcoming
    Piece 01 of the series, next to publish.
    See the series
  2. Talk Build vertical AI: Architect domain-specific models at scale with GKE
    Google Cloud Next 2026 session, co-speaker with Fernando Rubbo.
    Watch the official video (1:49) View the session listing
  3. Article Get started with ready-to-use AI frameworks
    Google Cloud article coauthored with Fernando Rubbo, published August 28, 2025. It introduces AI Industry Bundles, which bring together infrastructure, models, and deployment guidance for industry use cases.
    Read the article
  4. Code fsi-eval-harness
    Public evaluation harness for LLM output on regulated financial data. A deterministic verifier checks every numeric GAAP claim against XBRL ground truth from SEC filings. Version 0.2.0, archived on Zenodo.
    View the repository View the v0.2.0 release

The full index, with code and identifiers, is on the work page.