Stylianos Kampakis, Machine Learning Developer in London, United Kingdom
Stylianos Kampakis

Machine Learning Developer in London, United Kingdom

Member since November 29, 2018
Dr. Stylianos Kampakis is an expert data scientist living and working in London. He has a Ph.D. in Machine Learning from University College London and an MSc in Informatics from The University of Edinburgh. He is a member of the Royal Statistical Society and the UCL Blockchain Centre. His skills include machine learning, statistical analysis, deep learning, natural language, and Bayesian statistics.
Stylianos is now available for hire

Portfolio

Experience

Location

London, United Kingdom

Availability

Part-time

Preferred Environment

R, Python

The most amazing...

...thing is working on interesting projects.

Employment

  • Chief Data Scientist

    2018 - PRESENT
    Electi Consulting
    • Created a recommender system using a deep neural network. Mentored a team of two data scientists on how to maintain the model and bring it to production.
    • Built agent-based tokenomics models for token economies.
    • Built a demand forecasting model for the Stoli group. Managed a data scientist and a software developer in order to bring this model to production.
    • Created a classifier on text data using natural language processing.
    • Created a machine learning classifier to classify fraudulent reviews.
    Technologies: Python, R
  • Chief Data Officer

    2017 - PRESENT
    Nitrous
    • Developed a complete automated data analysis system based on genetic programming and interpretable machine learning.
    • Managed and mentored two junior data scientists who have tested and made improvements to the engine of the automated data analysis system.
    • Ran educational workshops on data science for a non-technical audience, in order to communicate how data science can be applied in their business.
    Technologies: Python, Machine Learning, Data Science
  • CEO | Chief Instructor

    2017 - PRESENT
    Tesseract Academy
    • Taught executive education workshops for the US Navy, Vodafone, and British Land.
    • Designed data strategy for multiple companies, mostly startups, and scale-ups.
    • Taught over 100 decision-makers on how to use data science in their business.
    Technologies: Data Science
  • Visiting Lecturer

    2017 - PRESENT
    Cyprus International Institute of Management
    • Taught statistics and quantitative methods.
    • Taught social media analytics.
    Technologies: Python, R
  • Data Scientist

    2015 - PRESENT
    Brandtix
    • Used natural language processing in order to extract insights from social media data.
    • Used forecasting methodologies to predict an individual's growth of social media following.
    • Ran anomaly detection algorithms on time series of social media volume.
    • Used topic modeling on social media data.
    • Built a statistical model that describes the worth of a football player, and connect this to a monetary value.
    Technologies: R, Python

Experience

  • ADAN.io

    The automated data analyst. Written in Python, it automates 80% of the data science process.

Skills

  • Languages

    R, Python 3, Python
  • Paradigms

    Data Science, ETL
  • Other

    Machine Learning, Statistics, Bayesian Statistics, Artificial Intelligence (AI), Deep Learning, Natural Language Processing (NLP)

Education

  • Ph.D. in Computer Science
    2012 - 2016
    University College London - London, England
  • Bachelor of Science degree in Statistics and Mathematics
    2009 - 2016
    The Open University - United Kingdom
  • Master of Science degree in Informatics
    2011 - 2012
    The University of Edinburgh - Edinburgh, Scotland
  • Master of Science degree in Intelligent Systems
    2009 - 2011
    Aristotle University of Thessaloniki - Thessaloniki, Greece
  • Diploma in Economics
    2009 - 2011
    The Open University - United Kingdom
  • Bachelor of Science degree in Cognitive Science
    2004 - 2009
    Aristotle University of Thessaloniki - Thessaloniki, Greece

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