Harutyun K. Status: Offline
YerevanArmenia
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Physicist, Data Scientist

I have PhD in Theoretical and Mathematical Physics. I am co-author or author of about 20 scientific papers. My second specialization is Data Science along with Big Data. I have also solid experience in Big Data tools like: Apache Spark, Apache Solr, Kafka, HBase, HDFS, Hive and others. I used numerous machine learning algorithms during my career like: principal component analysis, self-organized maps, k-means, k-nearest neighbours and also linear models like simple linear regression. I developed an algorithm to predict time series data using linear regression and Holt-Winters models. In my professional career in Physics (Astrophysics) I calculated tidal perturbations of Lares/Lageos satellite, constructed long range Hubble diagram for gamma-ray bursts.
Work history

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Skills

Skills

  • C++
  • R
  • Python
  • Scala
  • SciPy
  • Python Scikit-Learn
  • Apache Spark
  • Matplotlib
  • SQL
  • Apache Kafka
  • Amazon S3
  • Docker
  • Apache Maven
  • Apache Solr
  • SQL Programming