💡 Data Platform Leadership — Capital Markets

I run the data platforms capital markets can't afford to lose. Zero downtime. Every time.

20+ years running mission-critical SQL Server and AWS infrastructure for global financial data platforms. I own the standards, the cost governance, and the on-call pager - not just the tickets.

Portrait of Mahesh Gupta
$300K+cloud spend eliminated, one quarter — audited and repeatable
Zerodowntime on a marquee capital-markets event, under daily leadership review
100+AWS accounts brought under one cost-governance model

What I focus on

FinOps & cost governance

I built the tag-based cost model close to 100 AWS accounts now run on — the primary FinOps reporting mechanism for the org.

Cloud migration, without the war story

Mission-critical estates move to cloud-native architecture on my sequencing — nothing critical is ever the experiment.

Standards that outlast me

Review boards and published patterns I've put in place now govern reliability decisions I'm not even in the room for.

Recent writing

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