Interpretability & Observability
Interfaces for AI Products.

I'm Rob Sutcliffe — a data visualisation engineer with 20 years of frontend craft,
now focused on making machine learning models legible to the people who use and audit them.

Latest Insights

Performance

Optimising UI for the new INP Web Vital

The INP Web Vital is a new metric that measures the performance of a website. It is a crucial metric for web developers, as it helps them understand how well their website is performing and how to improve it.
Data

Introduction To Tidy Data Principles

An overview of tidy data principles, emphasizing the importance of structuring datasets for clarity, compatibility, and ease of analysis, with practical guidance on applying these principles using various programming tools.
Performance

Front-End Parallelizable Tasks Using The GPU

Exploring the benefits and practical applications of parallel computational tasks on client machines, focusing on The Principle of Known Reliability and The GPU Crossover Threshold for optimal task distribution.
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Latest Case Studies

AI Treemap Generator

AI Treemap Generator

Use various AI models to categories open ended survey responses and check with a the user at various stages if the categories are useful and accurate.

Economist Intelligence 75th Birthday

Economist Intelligence 75th Birthday

A microsite for The Economist Intelligence 75th anniversary. I worked directly with the designer, strategist, and client to design and develop a unique one-off site.

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