HELLO, WORLD ▮

Saurab Dhir

Chomping on Petabytes of Data.

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FIELD NOTES

Writing & press

Dispatches from the data trenches, plus the occasional headline about them.

2026
TECH FUNDING NEWS · PROFILE
The Engineer Teaching AI the Difference Between Real and Fake
A profile on the whole point of all this.
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JUL 7, 2026
THE AI JOURNAL · BYLINE
The Next AI Moat Won’t Be the Model
Models commoditize. The pipelines that feed them don’t. On where the durable edge actually lives.
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JUN 29, 2026
BETAKIT · IN THE NEWS
Mecka AI acquires Docula as it builds the data layer for robotics
The one where Docula joins Mecka to help sift petabytes of motion data for robots.
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JUN 1, 2026
OPSMATTERS · BYLINE · 3 MIN
War Against Fake Data
Picking a fight with synthetic garbage. The case for data you can actually trust.
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SEP 2025
TECHNORI · IN THE NEWS
Enterprise AI Startup: Docula
Docula in its startup days, before the acquisition.
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COORDINATES

Everywhere, so far

Six stops, five countries, one ongoing experiment. Drag to spin — or click a stop to fly there.

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ABOUT

Some facts, in no particular order

Kept short on purpose. Mystery is a feature.

DOCULA
FOUNDED FEB 2025
MECKA AI
2026 → NOW
{{jumper}}
Teaching robots how the real world works, at Mecka AI.
Before that: Founded Docula in February 2025. An AI engine that read medical records so humans didn’t have to. Acquired, 2026.
Hobby: Working on interesting problems