My Tran
the gap-finder
About me

I'm curious, and I care.

How I work

I've worked with stakeholders across eight countries, and the method has stayed the same: listen deeply, ask a lot of questions, and only then decide what to build. Over 10 conversations with wildfire agencies and utilities went into understanding where mitigation actually breaks down.

That's where my strengths sit: translating a field problem into a geospatial pipelines. I am building towards an Earth Observation systems that don't just measure environmental change, but tell us whether our climate interventions worked.

Where the questions came from click a pin →
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OPEN SOURCE · ONGOING

CausalImagesR

I'm contributing to this open-source package to advance the use of Earth observation foundation models for environmental impact evaluation — spanning wildfire risk, agriculture, and land use change.

See project →
IN PROGRESS

Wildfire risk × carbon reversal

In parallel, I'm working with wildfire and carbon market practitioners on an intelligence layer for wildfire risk and carbon credit reversal — for reforestation projects where fire can release sequestered carbon back into the atmosphere, invalidating the credits it earned.

See project →