Pavel Myznikov

Technical ManagerBig Data DeveloperBackend software engineer (python)
32, Moscow
Languages: RussianEnglish (TOEFL 101)
Hobbies: Boardgames, cross-country skiing, mountain skiing, reading, it pet projects
Contacts
+79134506181
miznikov72@gmail.com
pavel-myznikov.site

Work history

May 2021 - current
Moscow
Ozon
Technical Group Manager (modelling department)
Established workflows for the ML department (15 people in 3 teams) from scratch Designed the demand prediction and distribution platform and supervised its development Authomated development, from documentation till testing
PythonPandasSklearnHadoopSparkVerticaGitlabAirflowJiraConfluence
July 2020 - May 2021
Moscow
Glowbyte
Lead Data Scientist
Developed a model recommendation system in a mobile application for Russian top 4 carrier Designed a fraud detection pipeline in a client base for Russian top 4 carrier Supervised 4 junior/middle ML developers
PythonPandasNumpySklearnOracleHadoopSparkXgboostCatboost
October 2019 - June 2020
Denton, Texas
University of North Texas
Visiting Researcher
Conducted experiments for my phd research "Methods of hierarchical semantic image segmentation" Presented two papers at the USA conferences (AAAI-MAKE and CISS) Contributed in the research “Reconstruction of OD-matrices based on traffic data”
PythonPandasNumpySklearnTensorFlowLatex
March 2016 - September 2019
Novosibirsk / Rotterdam
Openprovider
Data Analyst
Implemented a BI-environment from scratch Maintained and developed an ETL-pipeline to fulfill DWH for analysis purpose Improved 5 business-processes via ML
PythonPostgresTableauPandasNumpySklearnGit
October 2015 - February 2016
Novosibirsk
Tronsalt
Web developer
Developed some components of discount system
PHPYiiMySQLLinuxMercurial
October 2012 - October 2015
Tyumen
Prioritet
Web developer
Developed over 30 corporate websites Designed and developed 3 information systems: - Real estate leads matching system - Applications management system in an investment agency - Issues management system in an IT company (Jira-like project)
PHPYiiMySQLLinux

Education

October 2016 - August 2021
Novosibirsk
Novosibirsk State University
Department of Information Technologies
Informatics and сomputing technologies (phd study)
GPA: 5
Graduate thesis: Methods of hierarchical semantic image segmentation
October 2010 - August 2015
Tyumen
Tyumen State University
Institute of Mathematics and Computer Science
Applied Computer Science in Economics
GPA: 5
Graduate thesis: Development of the issues management system in an IT company

Achievements

  • The winner of a regional tour of International web-programming olympiad. A participant of the final tour.
  • A participant of a final stage of All-Russian student olympiad "Applied Informatics" 2014. The 6th place.
  • The winner of a regional student science work competition in 2014. Section "Informatics and cybernetics".
  • Award for the best thesis of the Tyumen State University in 2015.
  • A finalist of IDAO-2018 (International Data Analysis Olympiad conducted by Yandex)
  • All-Russian "IT-planet" competition. Section "SQL programming". The 1st place in the Siberian Federal District. The 4th place in Russia
  • The winner of the Sberbank scholarship "12up"
  • The winner of the Fulbright scholarship
  • Paper "Pavel Myznikov, Yan Huang. A New Method for Hierarchical Image Segmentation from Visual Designs. CISS 2020"
  • Paper "Pavel Myznikov. Case-Based System of User Interface Reverse Engineering. AAAI-MAKE 2020"

Skills

  • Python: Basic SyntaxFastAPISQLAlchemyPandasMultiprocessing
  • Databases: Analytical SQLDesign and NormalizationPostgresVerticaIndices and query optimization
  • Programming: Algorithms and data structuresOOP (Solid, Grasp, GoF)Rest APIUnit testingSystem Design
  • Infrastructure: LinuxDockerKubernetesGit
  • Big Data: PysparkHiveHdfsAirflow