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| Abu Dhabi,
United Arab Emirates,
Apr, 2016 - Aug, 2020
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| Main activities and responsibilities: - Performing research on Working Memory
- Studying the neurobiological processes in Working Memory from Machine Learning perspective
- Developing Machine Learning models that explain behavioral data and decode stimuli information from neural recordings
- Programming graphical interfaces for stimuli presentation and experimental data collection
- Conducting experiments involving human subjects
- Collecting and analyzing experimental data
- Communicating results to colleagues
Gained knowledge/experience: - Became proficient with Matlab, Mathematica, Psychopy and Psychtoolbox
- Gained sound knowledge and experience with computational models of Working Memory
- Obtained experience in organizing and conducting experiments involving human subjects
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| Abu Dhabi,
United Arab Emirates,
Mar, 2015 - Apr, 2016
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| Research assistant, Design Technology Lab, New York University Abu Dhabi
Main activities and responsibilities: - Fully responsible for the research project, including system design and development, implementation
of Machine Learning algorithms to Computer Vision tasks, engineering and testing software
components, experimental setup and hardware procurement
- Organizing and conducting experiments involving human subjects
- Collecting and analyzing experimental data
- Reporting results to the principal investigators on a weekly basis
Gained knowledge/experience: - Gained sound knowledge in Computer Vision
- Became proficient with OpenCV and other Computer Vision and Machine Learning software
- Get experience in organizing and conducting experiments involving human subjects
- Acquired strong Project Management skills
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| Abu Dhabi,
United Arab Emirates,
Sep, 2011 - Mar, 2015 | | Research assistant, Computing and Information Science, Masdar Institute of Science and Technology
Gained knowledge/experience:
Acquired a profound knowledge in the areas of Data Science, Machine Learning, Artificial Intelligence, Algorithms and Programming languages
Gained sound experience in working with Data Mining and Analytics tools
- Performed research on topics of text categorization, image edge detection, time series prediction, study of human mobility, data mining and analysis of social networks.
- Involved as a member of ”Masdar Social Computing” team in ”Misery Loves Company: Twitter Sentiment Reveals Assortative Mixing of Aggregate Happiness in Urban Communication Networks” project, selected among the 10 finalists of BigDataChallenge contest organized by TelecomItalia.
Achievements:
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| Ashtarak-2,
Republic of Armenia,
Aug, 2006 - Sep, 2011 | | Research assistant and network/computer administrator, Institute for Physical Research, Armenian Academy of Science
Main activities and responsibilities:
Setting up testbed for experiments on laser spectroscopy
Experimental data acquisition and analysis (Origin, Mathematica, MatLAB etc)
Reviewing, proofreading and formatting papers in LaTEX for publication Participating in international conferences, seminars and poster presentation
Maintaining laboratory computers and systems
Troubleshooting network related hardware and software problems
Designing and updating laboratory web site
Gained knowledge/experience:
Acquired experience in working with various operating systems and data analysis programs
Acquired experience in working with experimental setup and measurement instrumentation
Gained experience in working in team and leading a dynamic group
Achievements:
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| Yerevan,
Republic of Armenia,
Jul, 2009 - Sep, 2011 | | Technician, SpectralUS CJSC
Main activities and responsibilities:
Studying poling processes in nonlinear crystals
Preparing the poling station and related equipment and materials for experiments - Obtaining and analyzing the experimental data (Origin, Mathematica, MatLAB, etc.)
- Maintaining company computers and systems
- Troubleshooting network related hardware and software problems
Responsible for experimental database updating and maintenance
Gained knowledge/experience:
Acquired experience in working with experimental setup and measurement instrumentation
Designed and implemented a toolbox for experimental data processing and analysis
Gained experience in teamwork
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| Yerevan,
Republic of Armenia,
Sep, 2008 - Jul, 2009 | | Computer Expert (Engineer), Bi-Line Computer Service
Main activities and responsibilities:
Gained knowledge/experience:
Acquired experience in working with various operating systems
Acquired sound knowledge about the computer architecture, software and hardware systems
Gained experience in working in team and leading a dynamic group
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