Vadim Filipenko

Data Scientist

  St Petersburg, Russia

I'm a highly motivated and passionate Data Scientist who wants to use my knowledge of Machine Learning/AI and statistical analysis to solve real-world problems and make the customer achieve more.

I want to change my current job as Process Control Engineer and seeking an entry position in the data science field to leverage skills and gain more practical work experience.


Check more on Github:
https://github.com/filipenkovad

    

Work Experience

Data Scientist

Data Camp

September 2020 - Present

  • Design and implement data models, perform statistical analysis and create predictive analysis models
  • Strong skills in data manipulation, cleaning and exploratory analysis. Able to make logical conclusions about complex data that help properly format it for statistical analysis
  • Analyse on system or data processes, data structures, analytical methods, and applying key techniques of data sciences (machine learning, data mining, analysis) to build high quality predictive systems
  • Visualisation of complex data and analytical result using modern data visualisation tool
  • Self dependent execution and managing of analytical and data projects

Process Control Engineer

НТФФ "Полисан"

February 2018 - Present
Saint-Petersburg, Russia

  • Diagnosing and performing major repairs to production equipment. Evaluating machine tool condition and repairing for repeatability and reliability. 
  • Assisting in making evaluations and recommendations for improvements to equipment based on maintenance history.

PLC Engineer

ГК ПТМ

October 2017 - February 2018
Saint-Petersburg, Russia

  • Designing and integrating control systems on new and existing equipment.
  • Develop or modify complex control schemes and logic based on Process Engineer's objectives. 

Skills & Certificates

Hard Skills


  • Python
    • Scikit-learn, Pandas, Numpy
    • Data Structure and Algorithms
    • OOP, APIs, Git
  • Tensorflow (Keras)
  • Statistics
    • A/B testing
    • Hypotesis testing
  • SQL
    • PostgreSQL
  • Visualisation
    • Matplotlib, Seaborn, Tableau 
  • BigData
    • PySpark

Certificates


  • Data Scientist with Python Track (Data Camp)
  • Machine Learning with Python Track (Data Camp)
  • Complete Machine Learning & Data Science Bootcamp 2021
  • Complete Python Developer in 2021: Zero to Mastery
  • Master the Coding Interview: Data Structures + Algorithms

Soft Skills


  • Communication skills
  • Decision making
  • Teamwork
  • Curiosity
  • English - B2

Projects & Related Work

BulLdozers Sale Price


The dataset includes missing value, complex formats need fixing up and standardising categories. Clean and prepare dataset for predicting the sale price of Bulldozers.

See code here

Dog Breed Classifier


The notebook builds an end-to-end multi-class image classifier using transfer learning with TensorFlow 2.0 and TensorFlow Hub.

See code here

Data Camp Projects


A lot of small projects that I've solved during my learning process.

See code here

Education

2010 - 2014

Peter the Great St.Petersburg University

Computer Science

2020 - 2021

Data Camp

Machine Learning and Data Science

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