Polina Lunina
Machine Learning Engineer at Salt AI
Saint Petersburg, Saint Petersburg, Russia
Summary
👤
Senior🎓
Top SchoolPolina Lunina is a Machine Learning Engineer with 10 years of experience combining computer vision, generative AI, LLMs and biotech workflows across research labs, large corporations and fast-moving startups. She has shipped production CV and generative features—from face analysis and verification pipelines and ComfyUI-style GenAI integrations to ResNet-based video super-resolution for cloud gaming—and delivered protein design workflows using RFdiffusion, AlphaFold and ProteinMPNN. Comfortable with end-to-end ownership in startup settings, she bridges model research, data handlers and infra to rapidly move features into production. Her background in formal grammars plus neural approaches to bioinformatics and conference publications underscores a research-driven engineering mindset. Based in Saint Petersburg, she pairs rigorous academic training in mathematics and computer science with a pragmatic focus on reliable shipping and cross-functional collaboration. An uncommon strength is her breadth: fluency in both creative generative systems and biology-oriented ML pipelines.
10 years of coding experience
5 years of employment as a software developer
Master's degree, Mathematics and Computer Science, Master's degree, Mathematics and Computer Science at Saint Petersburg State University
Russian, English
Github Skills (24)
gpgpu9
opencl9
parser9
parsing9
application9
research-and-development9
translator8
dotnet8
gpu-programming8
fsharp7
graph7
fine-tuning7
data-structures7
vector-database6
llm6
Programming languages (3)
Github contributions (5)
LuninaPolina/SecondaryStructureAnalyzer
Apr 2019 - Nov 2021
Contributions:125 commits, 4 PRs, 82 pushes in 2 years 7 months
LuninaPolina/RepositoryForStars
May 2017 - Oct 2017
Contributions:2 commits, 1 PR, 1 push in 5 months
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