Artem Pichka

Artem Pichka

CRM Analyst of marketing department

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location of Artem PichkaGermany

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  • Timeline

  • About me

    Head of AI | Applied Research Team Lead | ML Engineer | Data Scientist

  • Education

    • Kyiv State Maritime Academy

      2010 - 2015
      Doctor of Philosophy (PhD) economics and management

      Dissertation "Budget management at shipbuilding and shiprepairing enterprises of water transport"

    • Ukrainian Catholic University

      2017 - 2017
      Lviv Data Science Summer School Data science
    • UC San Diego

      2020 - 2020
      Machine Learning Fundamentals course

      https://courses.edx.org/certificates/b9e9b910bf2148a6b06307bbe3649529

    • Y Combinator

      2020 - 2021
      YC startup school
    • Ukrainian Catholic University

      2018 - 2019
      Natural Language Processing course
  • Experience

    • Ukrainian Medical Service

      Jun 2009 - Jun 2010
      CRM Analyst of marketing department
    • Inter Atletika

      Jun 2010 - Aug 2011
      Analyst with planning function
    • Euro Leasing

      Aug 2011 - May 2013
      Senior Finance Analyst
    • ROSHEN Confectionery Corporation

      Jun 2013 - Jun 2014
      Data Analyst
    • Vodafone

      Jul 2014 - Dec 2017
      • Leader of the Comprehensive Analysis team

        Feb 2016 - Dec 2017
      • Senior Analyst

        Jul 2014 - Feb 2016
    • UniSender

      Dec 2017 - Dec 2019
      Senior Data Scientist

      - Trained and optimization Classification, object Detection & Segmentation networks for image and video processing;- Analyzed cause and effect of email attributions such as time and subject line to improve open rate;- Develops a recommended system based on the time emails sends for improving the open rate;- Develops subject line generation and text mining for improving open rate (summarization text, NERT, topic classification, and text generation);- Pioneered Classification model to predict client churn & retention to help the business focus on the right clients; Show less

    • Moneyveo.ua

      Feb 2020 - Apr 2022
      Head ML engineering team, Lead ML engineer, Senior machine learning engineer

      - Tech leadership, R&D, hired, onboarded and trained people;- Created real-time data verification service through parsing abilities such as OCR, image quality detector, document type detection, text box orientation, object segmentation, text mining & detection;- Implemented API face verification for real-time face checking images on passports and selfies by leveraging face detection, alignment rotation (2D & 3D), checking hidden faces, finding similarities between embeddings;- Created face search service for prevented fraud by utilizing face search, saved embeddings BD, images ETL, & Azure cloud services;- Established real-time scoring service for evaluating loan risk through classification ML models using tabular data;- Created ML pipeline and ETL for an ensemble of classification ML models in GCP. Show less

  • Licenses & Certifications

    • Machine learning

      Prometheus
      Apr 2017
    • Python for Data Science

      DataCamp
      Mar 2017
      View certificate certificate
    • Python Data Science Toolbox (Part 2)

      DataCamp
      Apr 2017
      View certificate certificate
    • Intermediate Python for Data Science

      DataCamp
      Mar 2017
      View certificate certificate
    • SQL

      Infopulse
      Dec 2015
    • Cleaning Data in Python

      DataCamp
      Jan 2017
      View certificate certificate
    • Python

      Infopulse
      Dec 2016
    • HOW TO BUILD GREAT PRODUCTS USING DESIGN SPRINTS & SCRUM

      UNIT.City — Innovation Park
      Mar 2019
    • Python Data Science Toolbox (Part 1)

      DataCamp
      Apr 2017
      View certificate certificate
    • Introduction of Hadoop and Spark

      QALight
      Mar 2017
  • Honors & Awards

    • Awarded to Artem Pichka
      Winner of Vodafone big data accelerator - Jan 2018 Took part and created data science/big data project in practice.