I am a dedicated and motivated physics graduate with a Bachelor's degree from Moscow State University (MSU), currently pursuing my Master's degree. With a focus on machine learning, specifically reinforcement learning (RL), computer vision (CV), and recurrent neural networks (RNN), I excel in applying these techniques to solve control problems, image recognition, and sequence classification in scientific domains. I have successfully used machine learning methods to tackle regression problems and develop recommendation systems.My research contributions are recognised in the field, as I have published an article in the prestigious journal Automation and Remote Control in 2023, with two more articles currently in progress. Throughout my academic journey, I have actively participated in various team projects, honing my collaborative skills and adapting to different working environments. In particular, our team achieved the impressive feat of winning second place in the All-Russian Hackathon, demonstrating our expertise in developing Telegram Bots.Complementing my theoretical knowledge, I have two years of practical experience, having completed seven machine learning projects. This hands-on experience has further enhanced my problem-solving skills and proficiency in implementing machine learning algorithms. With a strong academic foundation, a track record of successful projects, and a passion for exploring cutting-edge technologies, I am ready to make a valuable contribution in the field of machine learning and beyond.
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Machine Learning EngineerWildberriesMoscow, Ru -
Machine Learning EngineerWildberries Oct 2023 - PresentМосква, РоссияIncreasing the diversity of recommendations (BERT4Rec) through the use of seasonality and periodicity. Increased precision by 4%. Developed Retrieval architecture model (based on sentence transformer) for personal recommendations (increased revenue by 3%). Trained encoder-decoder architecture (P5 model) for recommendations. Worked with distributed train, Hadoop and high RPS. -
Assistant ProfessorМосковский Физико-Технический Институт (Государственный Университет) (Мфти) Apr 2023 - PresentМосква, РоссияTeaching a machine learning course, which include such topics as linear models, PCA, trees, ensembles, boosting, DL models, CNN, language and unsupervised models. -
Machine Learning ResearcherInstitute Of Control Sciences Of Russian Academy Of Sciences Oct 2021 - May 2024Москва, Москва, РоссияUsing machine learning (RL, CV, TL, RNN) to find a solution in a close area of the control problems, image recognition, sequence classification. Have an experience in a regression problem and creating recommendation system.
Ivan Nasonov Education Details
Frequently Asked Questions about Ivan Nasonov
What company does Ivan Nasonov work for?
Ivan Nasonov works for Wildberries
What is Ivan Nasonov's role at the current company?
Ivan Nasonov's current role is Machine Learning Engineer.
What schools did Ivan Nasonov attend?
Ivan Nasonov attended Московский Государственный Университет Им. М.в. Ломоносова (Мгу), Московский Государственный Университет Им. М.в. Ломоносова (Мгу).
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Ivan Nasonov
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Ivan Nasonov
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