Hi, I'm Vladyslav, and I'm happiest with a messy dataset and an open question. I explore data across fields, dig for the patterns hidden inside, and turn them into models that might be useful. These are my field notes.
Long read · 16 min
Every iPhone has a fingerprint. Can one photo give you away?
A photo can point to the phone that took it: yours, not just any iPhone like it. Every sensor leaves a faint pattern of its own, and your other photos reveal it.
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- Coming soon
Federated learning for on-device computer vision
2020 – 2025Training neural networks for vision tasks directly on user devices at MacPaw: better models without collecting user data.
- Coming soon
Copy the look of iPhone photos
2026A small model that learns how an iPhone renders a photo, and gives photos from any camera the same look.