PyData Global 2022

Eduardo Blancas

Eduardo Blancas is the Co-Founder and CEO of Ploomber, a Y Combinator-backed company developing tools to bridge the gap between interactive data work and production. Before that, he was a Data Scientist at Fidelity Investments, where he deployed the first customer-facing Machine Learning model for asset management. Eduardo holds an M.S. in Data Science from Columbia University and a B.S. in Mechatronics Engineering from Tecnológico de Monterrey.


Sessions

12-01
12:00
30min
Teaching papermill new tricks: creating custom engines for flexible notebook execution
Eduardo Blancas

This talk will show you how to build papermill plugins. As motivating examples, we'll describe how to customize papermill for notebook debugging and profiling.

Talk Track I
12-02
22:00
30min
You don't need a cluster for that: using embedded SQL engines for plotting massive datasets on a laptop
Eduardo Blancas

This talk will show you a simple yet effective technique to visualize larger-than-memory datasets on your laptop by leveraging SQLite or DuckDB. No need to spin up a Spark cluster!

Talk Track I