Anastasia Miroshnikova
Machine Learning Engineer at anvajo
Dresden, Saxony, Germany
Summary
👤
Senior🎓
Top SchoolAnastasia Miroshnikova is a Machine Learning Engineer with 8 years of experience specializing in deep learning for medical and embedded imaging systems. She has built end-to-end pipelines from data collection and annotation to model deployment on small devices, leveraging PyTorch, TensorRT and CUDA C++ for on-device inference. At Celsus she led a small CV team, shipping reproducible ML services for X-ray, mammography and 3D CT analysis while also hiring and mentoring mid/junior engineers. Her background in chemistry and research (multiple published papers) gives her a strong experimental mindset and rigor in model validation and diagnostics. Based in Dresden, she combines hands-on systems work (Docker, FastAPI) with classic computer vision and practical product ownership, often translating clinical needs into deployable ML solutions.
8 years of coding experience
7 years of employment as a software developer
Certificate, Data analysis, Certificate, Data analysis at StepikApplied Mathematics, Applied Mathematics at ITMO UniversitySpecialist Degree, Chemistry, 4.96/5 (Russian), Specialist Degree, Chemistry, 4.96/5 (Russian) at Novosibirsk State University (NSU)PhD (not finished), Biochemistry, PhD (not finished), Biochemistry at Institute of Chemical Biology and Fundamental Medicine
German, English, Russian
Github Skills (14)
azerothcore8
1c8
bitrix7
pii7
github5
python5
nette5
pattern-recognition5
github-enterprise4
calculator4
machine-learning3
javascript2
editing1
splunk1
Programming languages (5)
Github contributions (5)
Miffka/seismogen
Nov 2020 - Oct 2021
Contributions:29 commits, 3 pushes, 1 branch in 11 months
2021-ITMO-BD-team/bigdata_itmo
Apr 2021 - Jun 2021
Course project for ITMO University Big Data Infrastructure'2021 course
Contributions:14 PRs, 29 pushes, 13 branches in 1 month
data-analyticsemrinfrastructureitmobig-data
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