Mykola Melnyk

Poland

@kolia1985

Data/ML Engineer

Badges

Problem Solving
Sql

Certifications

Work Experience

  • Lead Data Scientist/ML Engineer

    John Snow Labs•  October 2019 - Present•  USA

    Led the development of Spark OCR for document understanding and anonymization in healthcare. Designed architecture and implemented big data solutions using Spark OCR and Spark NLP.

  • Lead ML/Data Engineer

    Upwork•  September 2017 - July 2019•  CA, USA

    Collected requirements and designed architecture for data science infrastructure using Big Data technologies. Led the team while migrating data science infrastructure to a new stack of technologies based on Apache Spark, Databricks, AWS.

  • Python Lead Developer

    Upwork•  June 2013 - September 2017•  CA, USA

    Designed and implemented CloudML - declarative machine learning infrastructure tools. Productionalized and supported 20+ machine learning models on production.

  • Senior Python Developer

    oDesk•  June 2010 - June 2013•  CA, USA

    Led the remote team of 2-3 developers. Delivered to production about 10 projects using Python, Django, Flask, Celery.

  • Python Developer

    42 Coffee Cups•  September 2009 - June 2010•  Kyiv, Ukraine

    Developed web applications using Python, Django, and JavaScript.

  • C++ Developer

    Ltd Argus•  October 2007 - July 2009•  Kharkiv, Ukraine

    Developed and maintained software for payment terminals and ATMs.

  • C++/Python Developer

    Cryptomach Ltd•  May 2005 - October 2007•  Kharkiv, Ukraine

    Developed cryptographic solutions for smart cards and embedded systems in the financial sector.

  • Engineer of automatic control system

    SDO «Electroshit»•  December 2003 - May 2005•  Kharkiv, Ukraine

    Designed and Developed automatic control systems for industrial machinery.

Education

  • National Technical University “Kharkiv Polytechnic Institute”

    Master's of Applied Mathematics•  January 2003 - January 2009

Skills

Python(Advanced)
Machine Learning
Spark
Data Science
Scala
Transformers
NLP
CV
Data Engineering
LLM