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.

Algorithms Machine Learning C++Python Scala PostgreSQL Elasticsearch Django Flask TensorFlow Show more

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Portfolio

CEAI, Inc.
Scala, Tensorflow
Comenius University
C++, Python, Theano
Black Swan Rational
Scikit-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

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

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

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