Alena Likhonosova
Data Scientist
Lyubertsy, Moscow, Russia
Summary
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Senior🎓
Top SchoolAlena Likhonosova is a Data Scientist and Machine Learning Engineer with nine years’ experience building NLP and 3D computer vision solutions, from research-grade model experiments to production deployment and CI/CD automation. She began her career focusing on NLP—developing QA systems, custom Elasticsearch analyzers, and dialog analytics—and now specializes in classification on point clouds using architectures like PointNet and DGCNN. At Align Technology she combines model research with infrastructure work (DVC, Docker, AWS, Bamboo) to maintain automated training and validation pipelines. Her background in molecular dynamics and applied mathematics gives her a strong grounding in scientific computation and statistical analysis, which she applies to practical ML problems. Colleagues know her as a researcher at heart who enjoys pushing model quality while keeping systems reliable and maintainable.
9 years of coding experience
5 years of employment as a software developer
Магистр, Applied Mathematics, Магистр, Applied Mathematics at Высшая Школа ЭкономикиGithub contributions (5)
alihonosova/medical_expert_system
Oct 2017 - Dec 2019
Contributions:4 commits, 3 pushes, 1 branch in 2 years 2 months
alihonosova/alihonosova.github.io
Jan 2020 - Apr 2023
Contributions:9 pushes, 1 branch in 3 years 3 months
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