Anastasiia Chaikova
Student Assistant at Technical University of Munich- Claim this Profile
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English Professional working proficiency
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Russian Native or bilingual proficiency
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German Elementary proficiency
Topline Score
Bio
Credentials
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OxML23 Attendance Certificate
AI for Global Goals
Experience
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Technical University of Munich
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Germany
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Research Services
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700 & Above Employee
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Student Assistant
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Oct 2023 - Present
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JetBrains
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Czechia
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Software Development
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700 & Above Employee
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Working Student
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Nov 2022 - Aug 2023
Investigated the potential of large language models for extracting information from astronomical reports. Through our approach, we have surpassed GPT-3 in the task of NER. A pipeline was developed that achieved a success rate of over 95% in extracting certain entities. The findings from the research were published in a paper. Investigated the potential of large language models for extracting information from astronomical reports. Through our approach, we have surpassed GPT-3 in the task of NER. A pipeline was developed that achieved a success rate of over 95% in extracting certain entities. The findings from the research were published in a paper.
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JetBrains
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Czechia
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Software Development
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700 & Above Employee
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Research Intern
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Oct 2021 - Jan 2022
Analyzed data from the first CHIME/FRB catalog in the Astroparticle Physics Lab with the aim of testing hypotheses that had not yet been explored in the community. Through my work, I developed a method for classifying bursts based on morphology, which provided new insights into the nature of FRBs and published a paper with the results of work. Analyzed data from the first CHIME/FRB catalog in the Astroparticle Physics Lab with the aim of testing hypotheses that had not yet been explored in the community. Through my work, I developed a method for classifying bursts based on morphology, which provided new insights into the nature of FRBs and published a paper with the results of work.
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Education
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Technical University of Munich
Master's degree, Mathematics in Data Science -
Constructor University
Bachelor of Science - BS, Computer Science -
Higher School of Economics
Bachelor's degree, Applied Mathematics and Information Science