Freelancer profile translated to English.
Back to original languageAbout Ekaterina
Consultant in Artificial Intelligence and Machine Learning, specializing in applied data science projects, POCs, and AI prototypes.
I support companies, startups, and technical teams in the design, experimentation, and evaluation of solutions based on machine learning and deep learning, particularly in natural language processing (NLP) and computer vision.
My approach is results-oriented: data analysis, definition of the most relevant solution, model development, performance evaluation, and clear presentation of conclusions to facilitate decision-making.
Accustomed to research environments and applied projects, I can work independently, structure end-to-end AI projects, and explain technical concepts to non-specialist stakeholders.
Possible missions in English.
English
Native or bilingual
French
Conversational
Russian
Native or bilingual
Can work on-site
Cannes (up to 50km)
Experience
- EUROPEAN SYSTEMS INTEGRATIONDEEP LEARNING ENGINEERSeptember 2023 - September 2024 (1 year)Le Cannet, France➔ Designed and developed an advanced person detection system based on oriented views and pseudo-labeling, using YOLOv5 and AlphaPose, with a +20% accuracy improvement on real-world data.➔ Implemented unsupervised domain adaptation methods to enhance model robustness against environmental variability.➔ Collaborated on the integration of the model into the video processing pipeline.
- INRIANLP / DATA SCIENTISTSeptember 2022 - June 2023 (9 months)Biot, France➔ Designed and developed a multilingual approach combining neural networks and statistical linguistic features to assess document readability.➔ Exceeded SOTA performance on several datasets, improving prediction accuracy for textual difficulty level in multilingual contexts.
- NRU HSETEACHING ASSISTANTSeptember 2020 - June 2022 (1 year and 9 months)Moscow, Russia➔ Mentored students on Machine Learning and Data Analysis projects, clarifying advanced concepts and supervising their practical work.➔ Designed educational materials for teaching Python and applied statistical methods.
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Education
- MASTER IN COMPUTER SCIENCEUNIVERSITÉ CÔTE D'AZUR2024MASTER EN INFORMATIQUE
- BACHELOR'S DEGREE IN FUNDAMENTAL AND COMPUTATIONAL LINGUISTICSNRU HSE2022LICENCE EN LINGUISTIQUE FONDAMENTALE ET COMPUTATIONNELLE