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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Data Science ResearcherLig - Grenoble Informatics Laboratory Feb 2021 - Aug 2021Grenoble, 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 -
Data Science ResearcherResearch Institute "Aerocosmos" Sep 2019 - Aug 2020Moscow, Russia• Data collection, image processing, investigating Computer Visiontechniques (Super Resolution)• Increased the resolution of panchromatic satellite imagery with the use of GANs
Anastasia Usmanova Education Details
Frequently Asked Questions about Anastasia Usmanova
What is Anastasia Usmanova's role at the current company?
Anastasia Usmanova's current role is Data Scientist.
What schools did Anastasia Usmanova attend?
Anastasia Usmanova attended National School Of Computer Science And Applied Mathematics Of Grenoble, Moscow Institute Of Physics And Technology (State University) (Mipt).
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Anastasia Usmanova
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