![]() ![]() Primary creator and maintainer of EvalML’s conda package, which is the primary way open source users can install our package on Windows.ĭevOps: Sped up EvalML’s CI testing by a factor of 5 (50 minutes to 10 minutes) by speeding up the 100 slowest tests that contributed to 98% of the total runtime and by reconfiguring our GitHub Actions testing pipeline to run tests in parallel. To date, this amounts to reviewing 500 Pull Requests in the year in since I joined as well as filing 150 issues for bugs and improvements. ![]() These include parallel computation of machine learning pipelines, time series modelling, and explaining predictions of black-box models with SHAP.īuilding an Open Source Community: Actively review proposed changes and answer questions from the open source users of EvalML. Technical Leadership: Led the planning and implementation of several key features of EvalML, a python package for automated machine learning (AutoML). ![]()
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