Ivan Bondarenko
Data Analyst
Novosibirsk, Novosibirsk Oblast, Russia
Summary
👤
Senior🎓
Top SchoolIvan Bondarenko is a data analyst and former academic with 12+ years of experience bridging speech-recognition research and practical machine learning for text mining and information retrieval. He holds a master's in Computer Science and completed a Ph.D. theme on segment-holistic speech recognition, authoring 39 papers and teaching AI, software engineering, and neural networks as an assistant professor. Transitioning to industry, he contributed C++ UI framework work for Linux/Tizen at GlobalLogic and since 2014 has driven ML research and data-mining solutions at 2GIS. Comfortable spanning research and production, he combines deep signal-processing expertise with hands-on engineering to translate academic ideas into deployable systems. Colleagues know him for a quiet focus on machine learning and a personal drive that includes a noted fondness for family and ML.
12 years of coding experience
7 years of employment as a software developer
master, Computer Science, master, Computer Science at Donetsk National Technical University
English, Russian
Github Skills (52)
cnn-classification10
classifier10
dialogue-systems10
phonetics10
crf10
nlp-machine-learning10
translation9
entity-extraction9
seq2seq9
bert9
question-answering9
intent-classification9
lstm9
bayesian9
keras9
Programming languages (2)
Github contributions (5)
bond005/bond005_lvcsr
Mar 2014 - Apr 2014
Contributions:47 commits in 26 days
bond005/deep_ner
Mar 2019 - Aug 2021
Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier
Contributions:96 commits, 8 PRs, 87 pushes in 2 years 5 months
bertclassifiercrf
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