One-line thesis
“Photo editing at the scale of millions.”
The problem
E-commerce, classifieds, real estate. Each ingests millions of photos shot on phones in bad light. Editors see the same problems on repeat: tilt, glare, bad white balance, missing background.
A general "make it look good" model trained on Instagram photos does not solve real estate listings. The fix is per-vertical pipelines.
The build
Layer
FEED
Stack
Python · PyTorch · CUDA · S3
Timeline
Shipped in 8 weeks
Screens
What it looks like in production.
Outcomes
Live as of today.
0
Images processed
0
Verticals shipped
0
Avg. processing time (s)
Stack
PythonPyTorchCUDAS3
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