Senior Computer Vision and Deep Learning Engineer

Svitla Systems, Inc., Київ, Львів, за кордоном

Що робити

Own and improve the OCR pipeline end to end.
Diagnose failures on real customer images and identify root causes.
Develop and optimize text detection, recognition, decoding, and layout components.
Work with image geometry, feature matching, homographies, RANSAC, and perspective transforms.
Build and curate datasets, run augmentations and fine-tuning, and conduct controlled experiments.

Strong programming skills in Python and key libraries such as NumPy and OpenCV.
Hands-on experience training and deploying deep learning models in PyTorch.
Solid background in scene text and document understanding: text detection (segmentation- or regression-based), text recognition (CTC-, attention-, or transformer-based), sequence decoding and confidence calibration, grammar- or lexicon-constrained decoding, and reading-order and layout grouping for key information extraction.
Practical multi-view geometry experience: local feature detection, description, and matching; homography estimation; robust estimation such as RANSAC and its variants; inlier analysis; and perspective warping.
Ability to debug chained coordinate-space transforms and polygon geometry.

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