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Ilia Markov
What I've done
Highest degree
PhD
Current role
PhD Student
Skills
advanced statistical analysis using R and Python bash scripting Deep Learning HPC/SLURM Item Response Theory Machine Learning MATLAB/ SIMULINK Missing Data Analysis Mplus Multilevel Modeling Phylogenetic Analysis PLINK Qualtrics R Programming SAS Statistical Analysis Structural Equation Modeling
Achievement(s)
1st author peer-reviewed publication(s)
Contribution to Project (1)
Contributed the data preparation, statistical analysis using structural equation modeling and interpretable machine learning and writing large parts of the manuscript as a first author to a project investigating the predictive power of structural linguistics data on a worldwide sample with a focus on the languages of the African continent.
Contribution to Project (2)
Designed an experiment that looked into sleep deprivation effects on speech performance, including the task materials, structure and statistical design. Collected data for the experiment and conducted the statistical analysis of the data, presenting the results in a first-authored peer-reviewed manuscript.
Contribution to Project (3)
Contributing all genetic and linguistic data preparation and analysis for a dissertation project focused on genetic and linguistic covariance on the African continent.
What I'm looking for
Sector(s) of Interest
Academia
Role(s) of Interest
Postdoc Scientist Staff Scientist
Research Fields & Keywords
biolinguistics cognition Cognitive psychology linguistics natural language processing psycholinguistics
Countries of Interest
Austria Belgium Canada Denmark Finland France Germany Ireland Luxembourg Malta Netherlands Norway Poland Sweden Switzerland United Kingdom (UK) United States (US)
Remote requirements
On-site Hybrid Remote
Contact and Links
Email, LinkedIn, Google Scholar