Siarhei Mukhin

Experience

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  Academy of Public Administration under the aegis of the President of the Republic of Belarus

  Jun 2015 - Jul 2019

  Researcher

  I have carried out analytical research on the topics of civil, business, information law, public and private management.I collected and evaluated internal sociological survey data.Developed surveys and organized the process of evaluation of its results.I presented research results during conferences, science seminars, etc.

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  National Centre of Legislation and Law Researches of the Republic of Belarus

  Jul 2019 - Jul 2021

  Lead Researcher

  I developed proposals for the legal regulation of the use of artificial intelligence technologies.I investigated and developed a methodology for collecting information, assessing regulatory impact, and developing legislation in the field of waste management, using modern digital technologies, in particular, using Data Science methods.I have a great experience of presenting the results of research (conferences, lecturing, online seminars).

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  HAPPY GAMES Studio

  Oct 2021 - May 2023

  Data Analyst

  As the main results I:* Create Dashboards in Tableau for 3 game projects. It was dashboards with automatically updated datasources (15-20 for a project with marketing metrics, user progress tracking, etc.), as well as temporarydashboards (as example - with events for tracking technical issue, or just for a short researches). * Create documentation and help with creating almost all events for 2 projects (including fields, needed forevents, data types for a new fields, logic in connecting with other similar events, etc.).* Help with creating aggregated tables on a server (I create logic of aggregation, needed fields), which helps tocollect and analyze historical data for a 6-10 times more time period, make it faster and on a needed level ofdetails (means in some cases days, in some sessions, in some user, etc.).* I created reports, find strong and weak points in product, form and test theories, analyze gamefeatures and user behavior, create recommendations on making product better or solving weak points (forexample we make 2 features which cannibalize revenue to make an additional revenue). Below is a short overview of my skill- and tool- set.- SQL (clickhouse, CTE, Window Functions etc.);- Working with Jupyter Notebook using python (EDA, importing and cleaning data, data visualization, exportdata for using in tableau or spreadsheets, have a little experience with machine learning);- AB-tests(forming a theory, calculate sample size, analysis after run, etc.);- Planing events for new features, forming documentation for this events, then testing/checking data accuracybefore release;- Working with Tableau Desktop/ Tableau Server (creating data sources, dashboards, stories, etc.);- Working with Google sheets / MS Excel (tables, pivot tables, plots, etc.). Show less

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  Holy Water

  May 2023 - Sept 2023

  Product Analyst

  - Create reports using tools, listed below (checking theories, main metrics, AB-test results, analyzing live-ops features, finding strong and weak points in product, forming action points and make recommendations);- Working with bigquery (firebase, using CTE, all kinds of Joins, window functions, etc.);- Working with colab/jupyter notebook using python (load data from bq or Amplitude, cleaning data, EDA, data visualization, export data for using in tableau, create visualizations for reports);- Amplitude (forming dashboards, checking metrics, create visualizations for reports);- Tableau Desktop/ Tableau Online (creating data sources, dashboards, visualizations for reports, etc.). Show less

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  Awem

  Oct 2023 - now

  Data Analyst