Experience

GraphAware

• United Kingdom
• Software Development
• 1 - 100 Employee

• Lead Data Scientist

  • Aug 2019 - Present

• Data Scientist

  • Apr 2017 - Aug 2019



DataShark

• Croatia
• IT Services and IT Consulting

• Founder

  • Oct 2018 - Aug 2019

  Consultancy services in Machine Learning and advanced data analytics. Bringing latest ML & AI research into production. Consultancy services in Machine Learning and advanced data analytics. Bringing latest ML & AI research into production.



(free lance)

• Thailand
• Higher Education
• 1 - 100 Employee

• Freelance Data Scientist

  • Apr 2017 - Oct 2018

  Providing consultancy services in Machine Learning and data analytics. Providing consultancy services in Machine Learning and data analytics.



SecureOps

• Canada
• Computer and Network Security
• 100 - 200 Employee

• Data Scientist

  • Apr 2015 - Mar 2017

  Study, analysis and development of machine learning systems for gaining better insights into the IT security related data (various devices in computer networks). Focus was on user behaviour, anomaly detection and log parsing automation. Data ingestion, processing, visualization (Splunk). Big Data, Hadoop, MapReduce, Spark, MLlib, Elasticsearch, Splunk, HBase, Scala, Python, bash, Java, JavaScript, jQuery, Neo4j, D3.js Study, analysis and development of machine learning systems for gaining better insights into the IT security related data (various devices in computer networks). Focus was on user behaviour, anomaly detection and log parsing automation. Data ingestion, processing, visualization (Splunk). Big Data, Hadoop, MapReduce, Spark, MLlib, Elasticsearch, Splunk, HBase, Scala, Python, bash, Java, JavaScript, jQuery, Neo4j, D3.js



Institute of Physics of the Academy of Sciences, Prague

• PhD Researcher / Data Analyst

  • Oct 2009 - Sep 2014

  Statistical analysis of accelerator data, comparisons to Monte Carlo models, related programming (C++, bash scripting, Python), close collaboration in large scientific community (CERN, The European Organization for Nuclear Research), active participation in international conferences. Statistical analysis of accelerator data, comparisons to Monte Carlo models, related programming (C++, bash scripting, Python), close collaboration in large scientific community (CERN, The European Organization for Nuclear Research), active participation in international conferences.



CERN

• Switzerland
• Research Services
• 700 & Above Employee

• Study & work stays at CERN

  • Jun 2008 - Aug 2014

  Multiple shorter stays at CERN. Analyzing proton-proton collision data, active participation at internal meetings of the ATLAS experiment, taking detector monitoring shifts in the ATLAS Control Room, participated in testing of new detector designs for proton tagging (Quartics and Gastofs).

• Attaché for Scientific Communication

  • Oct 2011 - Dec 2013

  Providing insight for visitors (high-school and university students, professionals, tourists and locals of 13 nationalities) on latest scientific advances and research goals of the Organization, as well as technological resources to achieve them.

• Scientific Assistant at the ATLAS calorimeter section

  • Jul 2011 - Dec 2011

  Testing the quality of energy reconstruction in the calorimeter system by analysing Monte Carlo simulations and accelerator data collected by the ATLAS Experiment, weekly reports, summary presentations during Standard Model plenary meetings, results presented during the "ATLAS Hadronic Calibration Workshop" in California.



DESY

• Germany
• Research Services
• 700 & Above Employee

• Study stay at DESY laboratory, Summer Student Programme

  • Jul 2007 - Aug 2007

  Attending Summer Student Programme lectures in particle physics and detectors, working with Monte Carlo simulations of particle collisions (developing analysis code for Higgs boson decays into tau-leptons). Attending Summer Student Programme lectures in particle physics and detectors, working with Monte Carlo simulations of particle collisions (developing analysis code for Higgs boson decays into tau-leptons).