Damir Pulatov
AI Research & Data Scientist
Software Engineer
AI Research & Data Scientist
Software Engineer
I design, engineer and contribute to data science and machine learning related software libraries. My open-source contributions can be found on GitHub.
mlr3 is an award-winning open-source collection of R packages providing a unified interface for machine learning in the R language (9.6K+ monthly downloads).
Lead author and maintainer of mlr3cluster, cluster analysis package within the mlr3 ecosystem. More details in the blogpost.
Downloaded 55K+ times and counting
Extended the mlr3viz package that provides visualizations for mlr3 with cluster analysis plots
2.5K+ monthly downloads
Lead software engineer in a team of 6 people across United States and Germany to build a prototype of mlr3automl, a flexible, open and hands-free machine learning library funded externally
$400K Essential Open Source Software for Science grant by Chan Zuckerberg Initiative under review rejected
Occasionally answer questions related to the mlr3 library on StackOverflow
~6K people reached
Co-authored the 'Beyond Regression and Classification' chapter in the recently published 'Applied Machine Learning Using mlr3 in R' book
Available online for free and on Amazon
Extended llama: Leveraging Learning to Automatically Manage Algorithms, software library that provides functionality to train and evaluate machine learning models for algorithm selection, with the ability to take into the account algorithmic features
Downloaded 48K+ times and counting
Extended ASlib: Interface to the Algorithm Selection Benchmark Library, software library that facilitates algorithm selection experiments with the ability to read and process algorithmic features
Downloaded 31K+ times and counting