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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 and education history

October 2012 - October 2015

Prioritet Tyumen

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)

My first industrial experience in parallel with my study. I got to know the real workflows in IT: communication with stakeholders, quality/speed balance, prioritization, teamwork. Jumped into web and fullstack. Got my first experience in system design. Understood what SOLID and GRASP are for. And requirements management too.

October 2015 - February 2016

Tronsalt Novosibirsk

Web developer

Developed some components of discount system

Small experience in a startup. Saw projects creating from scratch.

March 2016 - September 2019

Openprovider Novosibirsk / Rotterdam

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

Experience in an international team. Realised the value of long-term data storage and correct processing. Touched every stage of data lifecycle, from their initial appearance till usage in solving decision by management.

October 2019 - June 2020

University of North Texas Denton, 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”

I got to know academia and culture of the USA. Got science work experience. Methioned the difference from industrial development. Jumped into ML and DataScience.

July 2020 - May 2021

Glowbyte Moscow

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

Managed to deal with really big data of nationwide size. Got experience in consulting. Noticed the difference between internal and external customers. Learned to work in projects where a lot of teams from a few companies are involved.

May 2021 - current

Ozon Moscow

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

Rethought about all development process from a manager's point of view: hiring, motivation and development of employees; requirements and expectations management; planning and estimations; system design; testing; monitoring etc. Realized IT responsibility to business. Realized how clean code and architecture influence on long-term successful delivery. Learned to combine a manager and a developer.

2010 - 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

2016 - 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

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"

Pavel Myznikov

Work and education history

Skills: self-estimation