Anton Shmatov
Senior Software Engineer at PlayStation
Leinster, Ireland
Summary
👤
Senior🎓
Top SchoolAnton Shmatov is a senior software engineer with 11 years' experience blending machine learning, full-stack development, and production infrastructure, now working at PlayStation. He holds a Master's in Electronic and Computer Engineering from UCD and has driven ML initiatives across startups and Intel, delivering automation that saved thousands of manual hours and building RAG pipelines with open-source vector databases. Comfortable shipping end-to-end products, Anton pairs backend APIs (including Rust CQRS services) and scalable Docker/Kubernetes deployments with customer-facing frontends and reporting UIs. He has practical experience applying ML in semiconductor metrology, synthetic data generation for semantic segmentation, and deploying OAuth and CI/CD standards in production teams. Known for turning tight deadlines into demo-ready products, he also invests time up-skilling colleagues and presenting learnings across teams. Based in Leinster, Ireland, he brings a balance of hands-on engineering, cross-disciplinary curiosity, and a track record of operationalizing research into widely used internal tools.
11 years of coding experience
6 years of employment as a software developer
Leaving Certificate, Leaving Certificate at Patrician Brother's Secondary School, NewbridgeMaster's degree Electronic and Computer Engineering, Master's degree Electronic and Computer Engineering at University College Dublin
English, Russian, Irish, German
Github Skills (13)
las9
lidar8
laspy8
point-cloud7
python5
autoencoder2
segmentation2
data-abstraction2
pdal2
gdal2
computer-vision1
deep-learning1
tensorflow1
Programming languages (3)
Github contributions (5)
CheeseAnt/Gouda
Oct 2017 - Jul 2024
Personal projects
Contributions:72 pushes, 1 branch in 6 years 10 months
CheeseAnt/wheel
Mar 2015 - Oct 2017
Contributions:27 pushes, 3 branches in 2 years 7 months
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