Sofia聽Kirillova
AI Engineer at Playrix
Earth, Texas, Serbia
Summary
馃懁
Senior馃帗
Top SchoolSofia Kirillova is an AI Engineer with nine years of experience specializing in computer vision and generative models, currently building AI at Playrix after senior roles delivering production CV systems. She has deep hands-on expertise in image/video inpainting and outpainting, NeRF-based 3D head reconstruction, real-time style transfer, few-shot instance segmentation, and banking biometrics optimized for edge and mobile deployment. Sofia led creation of an open-source face-parsing dataset and built lightweight, real-time segmentation and instance models used in video conferencing and biometric pipelines. Comfortable moving research into production, she designs training, optimization, and inference pipelines and mentors engineers to operationalize advanced ML. Based in Texas/Serbia and active in the largest Data Science community, she blends rigorous academic training with practical field experience across startups and enterprise teams.
9 years of coding experience
8 years of employment as a software developer
Bachelor Software Engineering, Bachelor Software Engineering at Bauman Moscow聽State Technical University
Github Skills (13)
image-segmentation4
data-filtering4
datasets4
segmentation4
deep-learning3
generative-adversarial-network3
data-processing3
arxiv3
pytorch2
multimodal2
information-security1
security1
data-engineering1
Programming languages (2)
Github contributions (5)
gofixyourself/Computational-Algorithms
Feb 2017 - May 2017
Contributions:144 pushes, 12 branches in 3 months
gofixyourself/Object-Oriented-Programming
Mar 2017 - Jun 2017
Contributions:152 pushes, 5 branches, 24 comments in 3 months
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