Andrii Litvynchuk
Senior Computer Vision Engineer at Leia Inc.
Kyiv, Ukraine
Summary
👤
Senior🎓
Top SchoolAndrii Litvynchuk is a Senior Computer Vision Engineer with 8 years of experience designing and deploying production-grade CV and deep learning systems, currently leading efforts at Leia Inc. in Kyiv. He has shepherded projects end-to-end—from labeling and research to optimized ONNX/TensorRT deployments—and built a reusable CV production framework and company SDK that accelerates new tasks. Andrii’s hands-on background spans object detection, segmentation, face recognition, action classification and tracker-integrated solutions, with a focus on maximizing throughput and real-world stability. Prior roles show a pattern of turning research into outperforming products and libraries for fast hypothesis testing. He combines academic grounding in system analysis and financial-market systems with practical leadership, having led small teams and cross-functional efforts. Notably, he emphasizes pragmatic engineering trade-offs (pre/postprocessing and model optimization) that make models viable at scale.
8 years of coding experience
3 years of employment as a software developer
Igor Sikorsky Kyiv Polytechnic Institute
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (88)
text-segmentation10
toolbox10
feature-extraction10
image-processing10
imagenet10
imu10
face-recognition10
object-detection10
computer-vision10
semantic-segmentation10
metric-learning10
image-segmentation10
face-detection10
pytorch10
segmentation10
Programming languages (2)
Github contributions (5)
litvinich/System-Analysis-Lab-2-3
Oct 2019 - Jan 2020
Contributions:20 commits, 14 pushes in 2 months
andriilitvynchuk/segmentation_models.pytorch
May 2022 - Oct 2024
Segmentation models with pretrained backbones. PyTorch.
Contributions:5 pushes in 2 years 5 months
pytorchsegmentationsemantic-segmentationdeep-learningpretrained-backbones
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