Bogna Bylicka
Assistant Profesor at Nicolaus Copernicus University
Poland
Summary
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Rockstar🎓
Top SchoolBogna Bylicka is an Assistant Professor and researcher with a decade of experience blending theoretical physics and applied AI, holding a PhD in Theoretical and Mathematical Physics. She transitioned from studying non-Markovian dynamics and quantum correlations to driving practical deep learning and computer vision projects at Intel, including real-time multi-view 3D human pose estimation for major events and ML-driven storage analytics. Bogna has authored multiple invention disclosures and a patent pending, and she pairs rigorous mathematical modeling with production-focused neural network optimization such as quantization. Known for clear communication and mentoring, she routinely translates cutting-edge research into deployable systems that address real-world problems. An underlying thread in her work is leveraging insights from quantum-level modeling to inform robust, principled ML solutions for complex, noisy environments.
9 years of coding experience
11 years of employment as a software developer
Doctor of Philosophy (PhD) Theoretical and Mathematical Physics, Doctor of Philosophy (PhD) Theoretical and Mathematical Physics at Nicolaus Copernicus University
Polish, English, Spanish
Github Skills (38)
text-recognition10
anomaly-detection10
incremental-learning10
super-resolution10
sift10
semi-supervised-learning10
image-segmentation10
self-supervised-learning10
segmentation10
action-recognition10
object-detection10
computer-vision10
transfer-learning10
multiclass-classification10
image-classification9
Programming languages (1)
Github contributions (5)
bognabylicka/mmdetection
Sep 2021 - Sep 2021
OpenVINO Training Extensions Object Detection
Contributions:12 pushes, 3 branches in 13 days
pytorchdeep-learningobject-detectioncomputer-visiontraining
bognabylicka/YOLOX
Jul 2021 - Aug 2021
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported.
Contributions:19 pushes, 1 branch in 14 days
ncnntensorflowmegengineobject-detectioncomputer-vision
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