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Vladimír Boža

Vladimír Boža

Bratislava, Bratislava Region, Slovakia
Member since August 15, 2017
Vladimir is a developer/scientist interested in effective algorithms and machine learning. He has experience with machine learning projects from various areas (vision, natural language processing, etc.) and also designed several effective algorithms and data structures during his bioinformatics PhD.
Vladimír is now available for hire
Portfolio
Experience
  • Data Structures, 9 years
  • Algorithms, 9 years
  • Machine Learning, 6 years
  • Python, 6 years
  • Bioinformatics, 4 years
  • Rust, 1 year
Bratislava, Bratislava Region, Slovakia
Availability
Part-time
Preferred Environment
Linux, Vim, Idea, Git, Python, Rust, C++
The most amazing...
...thing I've built is a visualization engine for academic papers and relationship between them.
Employment
  • Machine Learning Lead
    2016 - PRESENT
    CEAI, Inc.
    • Built an engine for detection of negative news associated with a given person.
    Technologies: Scala, Tensorflow
  • PhD Student in Bioinformatics
    2013 - 2017
    Comenius University
    • Prototyped a DNA sequence assembler.
    • Organized the data structure from efficient indexing of short strings.
    • Built an RNN for translation of electric signals from a nanopore sequencer to DNA bases.
    Technologies: C++, Python, Theano
  • Co-founder/Tech Lead
    2013 - 2016
    Black Swan Rational
    • Built detection of clouds from camera images.
    • Developed a visualization engine for relationships between academic papers.
    • Created a visualization engine for M&A activity data.
    • Developed prediction of electricity load from smart meters.
    Technologies: Scikit-learn, Keras, Python
Experience
Skills
  • Frameworks
    Machine Learning, Flask, Django
  • Other
    Algorithms, Data Structures, Bioinformatics, Text Manipulation Algorithms
  • Languages
    C++, Python, Scala, Rust
  • Libraries/APIs
    Theano, Scikit-learn, Keras, TensorFlow
  • Paradigms
    MapReduce
  • Storage
    Elasticsearch, PostgreSQL
Education
  • PhD in Computer Science
    2008 - 2017
    Comenius University - Bratislava
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