I'm a Research Software Engineer at InveniaLabs, UK.
Interested in the application of Julia for scalable, sustainable, research.
The prevalence of glue code in feature engineering pipelines poses many problems in conducting high-quality, scalable research. In worst-case scenarios, the technical debt racked up by overgrown “pipeline jungles” can preclude further development and grind promising projects to a halt . This talk will show how the FeatureTransforms.jl package can help make feature engineering a more sustainable practice for users without sacrificing the flexibility they desire.