Arina Ageeva
Lead Machine Learning Engineer at Constructor Tech
Zurich, Zurich, Switzerland
Summary
🤩
Rockstar🎓
Top SchoolArina Ageeva is a Lead Machine Learning Engineer based in Zurich with nine years of experience building and deploying production-grade ML systems across startups, fintech and large tech organizations. She has end-to-end expertise in problem formulation, data pipelines, model design, LLM optimization for NLP, CI/CD for ML and lifecycle management, and has shipped resume parsing, ranking and video-interview analysis services. A hands-on technical leader, she has managed and mentored ML teams, hired and onboarded engineers, and translated product goals into scalable solutions. Her background in both research-led curriculum design at Yandex School of Data Analysis and applied product work gives her a rare blend of pedagogical clarity and production discipline. Notably, she has driven practical uses of hierarchical topic modeling (BigARTM/hARTM) and integrated multimodal models for face, speech and content analysis in recruiting products.
9 years of coding experience
6 years of employment as a software developer
Master's degree, Applied Mathematics and Сomputer Science, Master's degree, Applied Mathematics and Сomputer Science at Novosibirsk State University (NSU)Continuing professional education, Data Science, Continuing professional education, Data Science at Yandex School of Data Analysis
English, German, Russian
Github Skills (11)
regularizer10
natural-language-processing9
python9
reinforcement-learning9
text-mining9
computer-vision9
deep-learning8
topic-modeling8
machine-learning8
pytorch8
python-api8
Programming languages (3)
Github contributions (5)
arinaaageeva/parse_hh_data
Feb 2020 - Oct 2020
utilities for download resumes and vacancies from hh.ru
Contributions:45 commits, 35 pushes, 1 branch in 8 months
vacanciesresumes
arinaaageeva/python_nlp
Sep 2017 - Jun 2018
Contributions:50 pushes, 1 branch in 9 months
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