Gleb Mikhaesku
Data Scientist at Level Travel- Claim this Profile
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Bio
Credentials
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Академия больших данных MADE
VKDec, 2020- Nov, 2024
Experience
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Level Travel
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Russian Federation
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Travel Arrangements
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1 - 100 Employee
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Data Scientist
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Aug 2020 - Present
I participated in the design and development of two services based on machine learning algorithms. My tasks included: data analysis and prototyping of services; creating MVP; A/B testing; analyzing the results of services; improving algorithms; The first service is forecasting the probability of a purchase failure. The second is the ranking of search results on the main page https://level.travel/ Stack: - Data manipulation: AWS, ClickHouse, MySQL, PostgreSQL; - Data analysis and machine learning: Python (Pandas, Numpy, SciPy, Matplotlib, Seaborn, Plotly, Scikit-learn, TensorFlow, PyTorch, CatBoost, XGBoost, LightGBM), Scala, Spark. - Dashboards and experiments: Redash, Grafana, Google Analytics, Google Optimize Show less
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Group of companies SRG
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Russian Federation
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Financial Services
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1 - 100 Employee
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Machine Learning Specialist
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Feb 2018 - Aug 2020
My tasks included: collecting and processing data for subsequent analysis. Application and improvement of machine learning algorithms for solving real estate price prediction problems. As well as writing REST API and GRPC services Stack: Python (Pandas, Numpy, Matplotlib, Scikit-learn, LightGBM), MySQL, Hadoop, Elasticsearch My tasks included: collecting and processing data for subsequent analysis. Application and improvement of machine learning algorithms for solving real estate price prediction problems. As well as writing REST API and GRPC services Stack: Python (Pandas, Numpy, Matplotlib, Scikit-learn, LightGBM), MySQL, Hadoop, Elasticsearch
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Education
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Московский Государственный Университет им. М.В. Ломоносова (МГУ)
Магистр, Прикладная математика -
Российский Государственный Гуманитарный Университет
Бакалавр, Прикладная математика