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Susanna Wong

Senior Consultant in Front End Engineering @ QuantumBlack

Towards a Modular Future: Rebuilding an ML Pipeline Visualization Tool (aka Kedro-viz) for Modular Pipelines

Think Machine Learning is miles apart from what we do as a React Developer? Think again. Having been a core contributor to the Kedro-viz project (https://github.com/quantumblacklabs/kedro-viz) , an open source ML tooling accompanying the Kedro project (https://kedro.readthedocs.io/en/stable/01_introduction/01_introduction.html), over the past year, I have worked on the intersection of React with ML tooling development, and witnessed the impact of great FE architecture on advancing the capability of modern ML development tools. This talk will focus on my experience in developing the core sets of features that introduces the biggest mindset shift in the visualisation of a ML pipeline - the modular pipeline.

Bio

Core team member @Kedro-Viz team and Senior Front End Engineer @Quantumblack, currently working in the domain of JS, React and Data Visualisation in building and shipping the next big thing in Machine Learning tooling. Previously @Toyota Connected working on shaping the future of Mobility & @CNN in building news sites visited by millions. Google Developer Expert in Web Technologies. Ex-architect and computational design expert who still enjoys a great piece of architecture. Extreme Coffee Enthusiast.

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