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Anton Polishko

ML Software Engineer

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Biography

Interests

  • Artificial Intelligence
  • Machine Learning
  • Computer Science
  • Bioinformatics

Education

  • PhD in Computer Science, 2014

    University of California, Riverside

  • MS in Applied Mathematics, 2009

    Kyiv National Taras Shevchenko University

  • MS in Finance, 2009

    Kyiv National Taras Shevchenko University

Recent & Upcoming Talks

Data Science and Blockchain Application

Exploring Nucleosome Dynamics

Smart-contracts in the construction industry

State of AI/ML in Real Estate

The real estate industry is generating terabytes of data, but to this day a very small percentage is being utilized or processed. There …

Recent Publications

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ThIEF: Finding Genome-wide Trajectories of Epigenetics Marks

We address the problem of comparing multiple genome-wide maps representing nucleosome positions or specific histone marks. These maps …

PuFFIN - a parameter-free method to build nucleosome maps from paired-end reads

We introduce a novel method, called PuFFIN, that takes advantage of paired-end short reads to build genome-wide nucleosome maps with …

Computational Methods for Exploring Nucleosome Dynamics

Nucleosomes are the basic elements of DNA chromatin structure. Not only they control DNA packaging but also play a critical role in …

Mechanisms of small RNA generation from cis-NATs in response to environmental and developmental cues.

A large proportion of eukaryotic genomes is transcribed from both positive and negative strands of DNA and thus may generate …

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