Machine Learning Lead
2016 - PRESENTCEAI, Inc.- Built an engine for detection of negative news associated with a given person.
Technologies: Scala, TensorflowPhD Student in Bioinformatics
2013 - 2017Comenius 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, TheanoCo-founder/Tech Lead
2013 - 2016Black 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
Vladimír Boža
Data Structures Developer in 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
- CEAI, Inc.Scala, Tensorflow
- Comenius UniversityC++, Python, Theano
- Black Swan RationalScikit-learn, Keras, Python
Experience
- Data Structures, 9 years
- Algorithms, 9 years
- Machine Learning, 6 years
- Python, 6 years
- Bioinformatics, 4 years
- Rust, 1 year
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
Experience
- DeepNano (Development)http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0178751
RNN for translating electric signals from Nanopore sequencer to DNA bases.
Skills
Other
Machine Learning, Data Structures, Algorithms, Bioinformatics, Text Manipulation AlgorithmsLanguages
C++, Python, Rust, ScalaLibraries/APIs
Theano, Scikit-learn, Keras, TensorFlowFrameworks
Flask, DjangoParadigms
MapReduceStorage
Elasticsearch, PostgreSQL
Education
- PhD in Computer Science2008 - 2017Comenius University - Bratislava
