Olga Mashkova
PhD student in Computer Science. Research interests: machine learning, bioinformatics, mathematics, knowledge representation and reasoning, deep learning, algorithms.
Biography
I am a PhD student of computer science in Bio-Ontology Research Group under the supervision of Professor Robert Hoehndorf interested in mathematical and programming applications to natural sciences. In 2023 I graduated from Moscow State University, Faculty of Mechanics and Mathematics, Department of Mathematical Logic and Theory of Algorithms. In 2021 I acquired a second degree in the field of algorithmic bioinformatics. From 2020 to 2023 I worked as a research assistant in Ivannikov Institute for System Programming of the Russian Academy of Sciences; my research there was related to ECG signal classification with deep learning techniques and ECG delineation.
Research Interests
My current research interests are related to the development of ontology embedding methods and knowledge-enhanced learning with application to natural sciences.
About
Education:
- Lomonosov Moscow State University, Faculty of Mechanics and Mathematics, 2017-2023, Moscow, Russia
- Bioinformatics Institute, algorithmic bioinformatics, 2019-2021, Moscow, Russia
Work experience:
- Research assistant, Ivannikov Institute for System Programming of the Russian Academy of Sciences, biomedical group, 2020-2023, Moscow, Russia
Research interests:
Machine learning, bioinformatics, mathematics, knowledge representation and reasoning, deep learning, algorithms
Service Contributions
- Service to the Discipline or Profession
-
-
PC member of NeSy 2024 conference, 2024
-
Qualifications
Education
- Specialization diploma
- Mathematics, Lomonosov Moscow State University, Russian Federation, 2023
- Diploma
- Algorithmic Bioinformatics, Bioinformatics Institute, Russian Federation, 2021
- English
- Professional working proficiency
- Russian
- Native or bilingual proficiency
