Rustem Garaev

Bis 2023, Machine Learning Scientist, PicsArt
Berlin, Germany

Skills

Deep Learning
Machine Learning
Data Science
Python
A/B testing
Apache Spark
Convolution neural networks
Data Mining
Data Visualization
Databricks
Digital signal processing
Explanatory Data Analysis
Git
Linux
Multi-armed bandits
Pandas
PyTorch
Predictive Modeling
Recurrent neural networks
Reinforcement learning
Research
SQL
System design
Text-to-Speech
Time series analysis
Spark

Timeline

Professional experience for Rustem Garaev

  • 2 years and 2 months, Feb 2021 - Mar 2023

    Machine Learning Scientist

    PicsArt

    I was involved in developing and delivering solutions that helped to better understand our user base, for example: LTV prediction, churn prediction, user behavior understanding, profiling, classification, and clusterization. Mostly, I closely worked with product and marketing teams, and successfully developed models to handle time series and tabular data and also touched on NLP and CV-related tasks.

  • 2 years and 4 months, Nov 2018 - Feb 2021

    Specialist of Machine Learning and Computer Vision Department

    FIX Group of Companies

    We developed and delivered solutions for digital services to optimally interact with customers, through LTV prediction and multi-armed bandits utilization.

  • 5 months, Feb 2020 - Jun 2020

    Teacher Assistant

    Institute of Computational Mathematics and Information Technologies, KFU

  • 2 years and 5 months, Jul 2016 - Nov 2018

    Software Engineer

    Axiros GmbH

Educational background for Rustem Garaev

  • 2016 - 2018

    Master's Degree, Fundamental Informatics And Information Technology

    Kazan State University

  • 2012 - 2016

    Bachelor's Degree, Information Security

    Kazan State University

Languages

  • English

    C1 (Fluent)

  • Russian

    C2 (Expert / native speaker)

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