Guen Prawiroatmodjo
Guen is a software engineer at MotherDuck on the Ecosystems team. Previously, she was a Sr. Quantum Measurement Engineer at Microsoft. She's spent her career in software engineering, data engineering and data science with Python in the context of scientific data acquisition, analysis and computation for experimental physics and biotech. She has given introductory talks and workshops on quantum computing with Python at various conferences, hackathons and events.
Sessions
What if I told you that you could complete a JSON parse and extract task on your laptop before a distributed compute cluster even finishes booting up? DuckDB is a lightweight, in-process analytical database that runs on your laptop inside of Python and can wrangle large datasets efficiently, both from local and remote data sources. In this talk, we will show you how to query a dataset with DuckDB to extract, load and transform data right on your laptop. We'll then show you how to move your workloads to the Cloud, so you can run them at scale. By developing locally and pushing to the Cloud it's not only easy to develop, debug and iterate, but also makes it easy to quickly switch back and forth between workloads that do and don't require Cloud compute resources, cutting both cost and time.