Data Scientist- Graduate of the Department of Information Systems and Information Security (bachelor's degree)- Management in technical systems (master's degree)- GitHub: https://github.com/MeetThePyro21
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Senior Data ScientistRusagro Oct 2024 - PresentСанкт-Петербург, Россия
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Data ScientistKaratov Jul 2024 - Oct 2024Санкт-Петербург, Россия- ABC XYZ анализ- Uplift моделирование- анализ продаж на маркетплейсах- анализ конкурентов- поиск точек роста
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Data ScientistФриланс May 2024 - Sep 2024Санкт-Петербург, Россия- Demand Forecasting- Dynamic Pricing
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Data ScientistGoodsforecast Feb 2024 - Apr 2024 -
Data ScientistNapoleon It Feb 2022 - Feb 2024Санкт-Петербург, Россия- Development scoring system for the selection of candidate wells for hydraulic fracturing.- Demand ForecastingData analysis and processingFeature engineeringML Modeling Stack:ML: 1. Scikit-learn2. CatBoost, LightGBM, XGBoost, AutoML3. Prophet4. PyTorch5. KerasData preparation/visualisation1. Pandas2. Polars3. Numpy4. Matplotlib5. Seaborn -
Data ScinetistPao Ftc Dec 2020 - Feb 2022Saint Petersburg, St Petersburg City, Russia- Making system for calculating average, iqr electricity readings by category- Time series forecasting (LSTM)- Prediction power grid facilities outages (ensemble methods)- Text recognition (tesseract, OpenCV)- Data visualization- Refactoring, writing documentation
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Data AnalystLegal Collection "Асв" Aug 2019 - Nov 2020Saint Petersburg, St Petersburg City, Russia- Development of a system for evaluating debt collection for banks and MFIs. The output was a report in excel + an HTML page with various statistics (visualization on Plotly, Seabor, Pandas). This accelerated the assessment from 2-3 days to 3-4 hours– Forecasting expenses, revenue on current debts
Ivan Mishin Education Details
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Project Management In The Field Of Information Technology -
Security Of Computer And Information Systems
Frequently Asked Questions about Ivan Mishin
What company does Ivan Mishin work for?
Ivan Mishin works for Rusagro
What is Ivan Mishin's role at the current company?
Ivan Mishin's current role is Data Scientist.
What schools did Ivan Mishin attend?
Ivan Mishin attended Санкт-Петербургский Государственный Университет Аэрокосмического Приборостроения, Санкт-Петербургский Государственный Университет Аэрокосмического Приборостроения.
Who are Ivan Mishin's colleagues?
Ivan Mishin's colleagues are Vladimir Gorokhov, Ksenz Polina, Anastasia Belozerova, Nadezhda Solozobova, Nikoloz Melashvili, Aleksej Tumanov, Дмитрий Шаповалов.
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Ivan Mishin
Студент (Санкт-Петербургский Государственный Университет Экономики И Финансов)St Petersburg -
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