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I currently work as a 'Psychometrician-in-Residence' with various EdTech projects worldwide. In this role, I join each project's team for one to two quarters. My job is to use special methods from psychometrics and data science to reveal and solve problems in how people learn, how they stay interested in the course, and how effective the product is. I directly work with the teams to make these improvements. My efforts have led to better marketing, improved products, better learning content, and stronger support for students (refer to www.abbakumov.com for details). Previously, I worked as the Chief Psychometrician at TripleTen, an online coding bootcamp operating in the Americas, and in the EdTech unit of Yandex, a prominent tech company. Prior to this, I led psychometrics and learning analytics for a Coursera Project at the leading university in Eastern Europe and Eurasia. I hold a PhD in Methodology of Educational Sciences and Statistical Modeling from KU Leuven, a prestigious university renowned as Europe's most innovative.
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Chief Academic OfficerFoxfordBelgrade, Rs
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Psychometrician-In-ResidenceStealth Startup Jan 2024 - PresentRiyadh, Saudi Arabia -
Chief Psychometrician, Senior Leadership Team MemberTripleten Apr 2023 - Oct 2023Belgrade, SerbiaI have developed and implemented the following (BI) instruments:Cognitive Feasibility Monitor. This tool detects parts of theory and practice that are overly difficult (or too easy) for learners and require optimization. As a result, content teams know exactly where to allocate resources effectively.Learning Performance Tracker. This tool identifies learners who require additional learning support in real-time, which can be provided either through automated means or by a human instructor. The technology helps support and tutoring teams work efficiently by addressing evident problems.Mastery Depth Tracker. This tool measures the level of confidence with which a learner engages in each studied skill and highlights skills that could benefit from extra practice. The tracker helps students achieve robust results and gain certainty in the skillset they acquire. -
Chief PsychometricianTripleten May 2022 - Mar 2023Belgrade, Serbia
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Consultant In PsychometricsYandex May 2022 - Oct 2023 -
Chief PsychometricianYandex Feb 2021 - Apr 2022Moscow, RussiaI worked in an EdTech business unit focused on reskilling and upskilling in programming, data analysis, and other digital professions. My primary focus was to ensure that learning product decisions were data-driven and intelligent. I designed and implemented analytic tools using data from over 50 blended courses taken by 30,000 students. This led to significant cost reductions in two product streams: content development and enhancement, as well as student support and tutoring.
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Head Of Centre For Psychometrics And Learning AnalyticsNational Research University — Higher School Of Economics Jul 2016 - Jan 2021Moscow, RussiaI built up, trained, and supervised a team of 11 psychometricians, data analysts, and programmers. The team worked on ensuring the quality of educational measurements and developing and implementing learning analytics in/for 250+ MOOCs on Coursera and National Online Learning Platform enrolled by 4M+ students worldwide. The topics covered by my team were the quality of computerized, peer-reviewed, and code-based assessments, explanatory modeling of learners' behavior, the quality of educational materials, academic cheating detection, and clickstream analytics. -
Data Scientist (Psychometrician) At Elearning OfficeNational Research University — Higher School Of Economics Aug 2015 - Jun 2016Moscow, Russia
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Research Fellow (Psychometrician) At Institute Of EducationNational Research University — Higher School Of Economics Oct 2012 - Jul 2015Moscow, Russia
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Founder And Principal ContributorOpen Lab For Psychometrics Of Digital Learning Jan 2020 - Dec 2020The non-profit lab worked in 2019/20 academic year and brought together scholars and experts in psychometrics, machine learning, and educational sciences from HSE University, University of Colorado Boulder, University of Illinois Urbana-Champaign, Coursera, and Pearson to create an explanatory psychometric network of difficulties and problems of digital learners. The resulting network relates a certain difficulty, for instance, a specific set of mistakes in an assessment, to learners’ previous experience in a course. It shows course developers whether the difficulty is systematic, for instance, content-driven, or just a random one. The psychometric network may serve as an intellectual helper for course developers aimed at improving digital content and providing learners’ the best learning experience. As a product of this project, we prepared a research paper (under review now) and presented it at the International Meeting of the Psychometric Society.
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Phd Candidate In PsychometricsKu Leuven Mar 2015 - Sep 2019Leuven, BelgiumI worked in the Methodology of Educational Sciences Research Group supervised by prof. dr. Wim Van den Noortgate. Our research on big logged data in massive open online courses (MOOCs) resulted in development of approaches for measuring proficiency through summative and formative assessments, tracking growth in proficiency, measuring and predicting learners' activity, and understanding effects of interest on performance in assessments. The results were reported multiple times at the International Meeting of the Psychometric Society and the Coursera Partners Conference. They were published in Behavior Research Methods, Applied Measurement in Education, Psychologica Belgica, and Heliyon.
Dmitry Abbakumov, Phd Skills
Dmitry Abbakumov, Phd Education Details
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Psychometrics -
Engineer'S Degree
Frequently Asked Questions about Dmitry Abbakumov, Phd
What company does Dmitry Abbakumov, Phd work for?
Dmitry Abbakumov, Phd works for Foxford
What is Dmitry Abbakumov, Phd's role at the current company?
Dmitry Abbakumov, Phd's current role is Chief Academic Officer.
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What schools did Dmitry Abbakumov, Phd attend?
Dmitry Abbakumov, Phd attended Ku Leuven, Higher School Of Economics, North-Caucasus Federal University.
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Dmitry Abbakumov, Phd has skills like Teaching, Psychometrics, Statistics, Data Analysis, E Learning, Research, Item Response Theory, Lecturing, Adaptive E Learning, Computerized Adaptive Testing, Computer Based Testing, Spss.
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