Taras Lishchenko
Lead Computer Vision Engineer at GlobalLogic Ukraine
Vinnytsia Oblast, Ukraine
Summary
👤
Senior🎓
Top SchoolTaras Lishchenko is a Lead Computer Vision Engineer with over 10 years of experience building and optimizing real-world vision systems, from distracted-driver detection to warehouse robot navigation. He specializes in model performance optimization for edge platforms (TensorRT, ONNX, Jetson) and end-to-end product delivery, including MLOps pipelines and hardware-accelerated video processing. Taras combines deep research skills—implementing state-of-the-art detection and pose models—with pragmatic engineering (GStreamer plugins, real-time QR navigation at 120 fps on Raspberry Pi). He has led cross-functional teams and productionized models under imbalanced data and harsh environmental conditions, emphasizing reproducibility with DVC and MLFlow. An active technologist and blogger (lifestyletransfer.com), he is driven by automating tasks so people can focus on creativity, and he maintains hands-on fluency across Python, C++, ROS, and embedded platforms. Based in Vinnytsia, Ukraine, he brings a rare blend of low-level optimization and high-level product thinking to edge AI challenges.
10 years of coding experience
9 years of employment as a software developer
Master’s Degree, Computer Science, Master’s Degree, Computer Science at Vinnytsia National Technical University
English, Ukrainian, Russian, Spanish
Stackoverflow
75reputation
6kreached
1answer
2questions
Github Skills (25)
gstreamer10
csharp7
php7
python7
cpp7
pysyft6
grpc6
conda6
ruby6
objective-c6
image-registration5
image-matching4
smithy4
computer-vision2
classification1
Programming languages (5)
Github contributions (5)
jackersson/gst-plugins-tf
Apr 2019 - Nov 2020
Contributions:44 commits, 35 pushes, 1 branch in 1 year 7 months
jackersson/gst-python-hacks
Mar 2018 - Mar 2020
Contributions:15 commits, 11 pushes, 1 branch in 2 years
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