Nina Lukashina
Machine Learning Engineer & Researcher at University of Stuttgart
Munich, Bavaria, Germany
Summary
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Senior🎓
Top SchoolNina Lukashina is a Machine Learning Engineer and Researcher based in Munich with a decade of experience bridging enterprise software engineering and cutting-edge ML research. Currently at JetBrains and pursuing PhD research at the University of Stuttgart, she specializes in graph and geometric machine learning with applications in biology and chemistry, and contributes to ML-driven IDE assistance. She has lectured and taught ML and bioinformatics courses, supervising interns and translating research into practical systems. With more than five years of server-side web application experience and a strong academic record (top marks in CS), she combines production-grade engineering discipline with rigorous scientific methods. Notably, her work spans from knowledge graphs and molecule modeling to LLM-for-code experiments, reflecting a rare blend of domain knowledge in both life sciences and developer tools.
10 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Computer Science and Engineering, 4.9 out of 5.0, Bachelor's degree, Computer Science and Engineering, 4.9 out of 5.0 at Peter the Great St.Petersburg Polytechnic UniversityAlgorithmic Bioinformatics, Algorithmic Bioinformatics at Bioinformatics Institute
Русский, English, German
Github Skills (10)
prediction9
docking8
chainer7
cheminformatics6
machine-learning5
drug-discovery5
graph-representation-learning3
temporal3
graph-convolutional-networks2
graph2
Programming languages (2)
Github contributions (5)
lukashina/bioinf_ml
Feb 2019 - May 2019
Contributions:48 pushes, 1 branch in 2 months
lukashina/bioinf_alg
Oct 2018 - Nov 2018
Contributions:22 pushes, 1 branch in 1 month
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