Data Science Researcher
• Designed a framework for the fusion of Federated Learning and Class-Incremental Learning• Developed a distillation-based algorithm for Human Activity Recognition classification in Federated Continual Learning
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Anastasia Usmanova is listed as Data Scientist based in Grenoble, Auvergne-rhône-alpes, France. AeroLeads shows a matched LinkedIn profile for Anastasia Usmanova.
Anastasia Usmanova previously worked as Data Science Researcher at Lig - Grenoble Informatics Laboratory and Data Science Researcher at Research Institute "Aerocosmos". Anastasia Usmanova holds Master'S Degree, Data Science, 15/20 from National School Of Computer Science And Applied Mathematics Of Grenoble.
I have more than 1,5 years of experience in Data Science research (Machine Learning, Deep Learning, Computer Vision). Now, I am looking for new challenging tasks to solve. Skills:- Python- Machine Learning (Sklearn) - Deep Learning (PyTorch, TensorFlow)- Computer Vision (Super Resolution, GANs, Image Processing)- Federated Learning, Incremental Learning- Web Scraping (BeautifulSoup, Requests)- Backend development: FastAPI, Flask- Statistics- SQL, Excel, Tableau, LaTex🇫🇷 Autorisation de travailler en France via un Visa APS (je suis actuellement en France, à Grenoble).
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Grenoble, Auvergne-Rhône-Alpes, France
• Designed a framework for the fusion of Federated Learning and Class-Incremental Learning• Developed a distillation-based algorithm for Human Activity Recognition classification in Federated Continual Learning
Moscow, Russia
• Data collection, image processing, investigating Computer Visiontechniques (Super Resolution)• Increased the resolution of panchromatic satellite imagery with the use of GANs
· "Persyval Master Scholarship", given to only to 10 students per year (2020-2021)
· "Increased State Academic Scholarship", given to less than 10% of faculty students (2018 - 2020) · Hackathon "Phystech.Genesis", silver.
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Anastasia Usmanova is listed as Data Scientist.
Anastasia Usmanova is based in Grenoble, Auvergne-rhône-alpes, France.
Anastasia Usmanova has worked for Lig - Grenoble Informatics Laboratory and Research Institute "Aerocosmos".
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Anastasia Usmanova holds Master'S Degree, Data Science, 15/20 from National School Of Computer Science And Applied Mathematics Of Grenoble.
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