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zhukovgreen/README.md

BIO

I am a software and data engineer who started a professional IT career in 2016. Within data engineering, I have good experience working with Apache Spark, Delta.io, and Databricks. I also love and use functional programming in most of my projects;, Python's mypy, software architectures, distributed systems, and concurrent programming. My main language is Python, but also I work in Scala.

I had various and very different experience with building Data Lakes (primary Databricks), ELT pipelines, Testing tools, CI/CD systems, clouds (mostly AWS)

I am writing tests before the implementation. And I am terrible at quick and dirty tasks.

My last three projects are used by many people and keep evolving even if I dropped maintaining them.

I am giving talks at various conferences and I am also participating in PyData meetups.

Tech stack

Examples of my work

I am maintaining multiple OSS projects and the latest OSS project I've built is pramen-py https://github.com/AbsaOSS/pramen/tree/main/pramen-py. This is a framework enabling a convinient way to define spark transformations pipelines.

One other project that addresses the testing convenience is https://github.com/zhukovgreen/pytest-when

My talks

Experience

Senior Data Engineer at Paylocity

Dates Employed Aug 2022 - present

Developing a tooling ecosystem on top of the Databricks for Data Scientists. Participating in designing and building a new data platform, developing its components. Writing ETL pipelines and infrastructure as a code (pulumi)

Senior Data Engineer at Absa

Dates Employed Aug 2021 - Aug 2022

Developing and building components of on-premise system for convenient big data ETL processes, together with abstractions around data warehouse for the data scientists (feature centric interfaces). Apart of these work, I was developing different data transformations for different projects, and maintaining one existing project.

Senior Software Engineer at Redhat

Dates Employed Jul 2021 - Aug 2021

Working in the Convert2RHEL team. Designing the simple, but specific and reach CI system for developing and running integration tests (libvirt, ansible, testing farm, tmt). Developing new features in the upstream project, code review. Adopting pytest, transition the app to python3, mentoring.

A note from the promotion document:

Artem joined Red Hat during the spring of 2020 as a software developer working on
the LEAPP team. Artem’s enthusiasm for Python and pythonic development practices 
soon led him to adopt an advocacy role on his team. 
Artem transitioned to the Convert2RHEL team in early 2021, and rapidly became one
of the team’s most prolific contributors. He continued to broaden his reach beyond 
his SST by creating a hardware deprecation database and associated microservice 
which helps to take the mystery out of hardware support. 
Artem’s creativity and energy have made him a true asset to his teams.

Software Engineer at Redhat

Dates Employed Apr 2020 - June 2020

I am working in OS & App modernization team (OAMG)

Primary responsibilities are:

  • Maintaining contributing to OAMG repositories https://github.com/oamg
  • Developing a data delivery system ( internal framework to distribute various data to its clients )
  • Working on convert2rhel utility (new features and the CI)

Software engineer and tech lead at Remak

Dates Employed Jan 2016 – Jan 2020

Building a software platform to support new products and company processes.

HVAC (heating, ventilation and air conditioning) professional

Dates Employed May 2006 – Aug 2016

I was working in a variety of positions within the HVAC industry

  • Compact Air Handling Units (AHU) project manager (~ 1 year)
  • AHU technical support (~1 year)
  • HVAC designer (~5 years)
  • Energy modeler for LEED certification (~ 1 year)
  • Technical supervisor on site (~1 years)
  • Ventilation systems installer (~1 year)

Education

Stanford University Online

Degree Name Online Education Field Of Study CS229: Machine Learning Grade NA Dates attended or expected graduation 2016 – 2017

I passed through all lecture videos and keynotes, resolved all assignments. Course syllabus: http://cs229.stanford.edu/syllabus.html

Udacity

Degree Name Nano-degree Field Of Study Machine Learning Grade Nano-degree Dates attended or expected graduation 2016 – 2018

https://www.udacity.com/course/machine-learning-engineer-nanodegree--nd009

Donbass State Academy of Civil Engineering and Architecture

Degree Name Master’s Degree Field Of Study Mechanical Engineering (HVAC) Grade M.Sc. in heating, ventilation, air conditioning systems Dates attended or expected graduation 2002 – 2008

This is my primary base education. A lot of mathematics, physics, and drawings.

Courses

  • Udacity: PyTorch Scholarship Challenge from Facebook
  • AWS trainings (Big Data, Data Lakes, Developing with AWS)
  • A vast amount of different courses at Udemy/Coursera, such as data structures and algorithms, functional programming, PyTorch Reinforcement learning, etc.

Languages

  • Russian - native
  • English - good professional level
  • Czech - good professional level

Popular repositories

  1. pytest-when pytest-when Public

    Pytest plugin for more readable mocking

    Python 21 1

  2. friendly-sequences friendly-sequences Public

    Friendly, Scala like, Sequence interface

    Python 7

  3. docker-freecad-cli docker-freecad-cli Public

    Forked from webknjaz/docker-freecad-cli

    CLI-only FreeCAD build

    Dockerfile 6 1

  4. psychrometrics psychrometrics Public

    implementation of psychrometrics with visualization

    Python 5

  5. telegram-standup-bot telegram-standup-bot Public

    A telegram bot for running team standups

    Python 4 4

  6. bouquets_generator bouquets_generator Public

    Python 2