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George-Bogdan Ivanov

George-Bogdan Ivanov

Bucharest, Romania
Member since December 15, 2013
George-Bogdan is a software engineer and aspiring entrepreneur with a passion for artificial intelligence, natural language processing, and related areas like machine learning and data mining. He loves developing adaptive and smart web applications making use of intelligent algorithms.
George-Bogdan is now available for hire
    Django, NLTK, Scikit-Learn
  • Gamesys
    Python, Flask, Google App Engine, Map Reduce
  • AIDevel
    Python, NLTK, OpenNLP, WordNet, NLP
  • Python, 5 years
  • Django, 5 years
  • Machine Learning (ML), 4 years
  • NLTK, 4 years
  • Natural Language Processing (NLP), 4 years
  • Scikit-learn, 3 years
  • Git, 2 years
Bucharest, Romania
Preferred Environment
PyCharm, NetBeans, SublimeText
The most amazing...
...thing I've researched and coded is a local graph clustering method based on particle swarm optimization for discovering strongly related websites.
  • Code Hound
    2015 - 2016
    • Built a real-time legal document review and negotiation platform assisted by AI.
    • Built a framework for clause identification using natural language processing.
    • Designed a CI system for fast product iteration.
    • Used Django, Postgres, Socket.IO, Node.js, and Redis for building the real-time web application.
    Technologies: Django, NLTK, Scikit-Learn
  • Python Developer
    2014 - 2015
    • Contributed to a massively scalable Google App Engine back-end for social games.
    • Created MapReduce jobs for data analysis, aggregation, and transformation.
    Technologies: Python, Flask, Google App Engine, Map Reduce
  • Technical Lead
    2013 - 2013
    • Managed and developed a natural language processing application.
    • Researched exiting methods and approaches in the field of natural language processing.
    • Developed unit tests for the application.
    • Managed a small team of developers.
    • Led talent acquisition and technical interviews.
    Technologies: Python, NLTK, OpenNLP, WordNet, NLP
  • Software Developer
    2012 - 2013
    • Worked in a small team to develop an insurance application for Belgium.
    • Migrated from an existing VB6 application.
    Technologies: C#, TSQL, WPF, WCF
  • Web Developer
    2012 - 2012
    • Rewrote an existing application in CakePHP.
    • Developed various features to support business needs (ads, social networks integration, administration).
    Technologies: PHP, CakePHP, jQuery
  • Web Developer
    2012 - 2012
    • Worked in a startup environment on a project that participated in the StartupChile incubator contest.
    • Developed a complex web application in Django using a hybrid data layer.
    Technologies: Python, Django, PostreSQL, MongoDB
  • Junior Web Developer
    2010 - 2011
    • Developed a high traffic web application using PHP/PostgreSQL.
    • Developed new functionalities for front-end/back-end.
    Technologies: PHP, JavaScript, MVC, jQuery, PostgreSQL, Memcached
  • NLP-FOR-HACKERS Blog (Development)

    A blog about simple and effective natural languagep processing.

  • Implementation and Visualization for Various Ant Colony Optimization Algorithms (Other amazing things)

    Java application for visualizing the process behind various "Ant Colony Optimization" algorithms illustrated on the Traveling Salesman Problem.

    Similar videos:

  • Spinnerzilla (Development)

    Used various NLP algorithms for rewriting text.

  • PolicyCrunch (Development)

    Policy analysis tool with management features for organizations. PolicyCrunch uses NLP techniques to identify overlaps and contradictions in policy documents.

  • Languages
    Python, SQL, JavaScript
  • Frameworks
    Django, Flask
  • Libraries/APIs
    Scikit-learn, NLTK, NumPy, jQuery, Pandas
  • Other
    Natural Language Processing (NLP), Machine Learning (ML), Deep Learning, Analytics
  • Tools
    Celery, Git, PyCharm, Google Analytics, Jupyter, Gensim
  • Paradigms
    Functional Programming, Agile Software Development
  • Platforms
  • Storage
    PostgreSQL, MySQL, MongoDB, Redis
  • Master's degree in Artificial Intelligence
    „Politehnica” University of Bucharest - Bucharest
    2010 - 2012
  • Bachelor's degree in Computer Science
    „Politehnica” University of Bucharest - Bucharest
    2006 - 2010
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