Autosuggest Retrieval Data Structures & Algorithms

From Brute Force to Tries, Automata, and beyond.

Intro to Opportunity Sizing

Or how to have a rational conversation about impact.

Building an Autosuggest Corpus, Part 2

Using NLP to extract key phrases from documents.

Autosuggest Ranking

Supercharge your search box with Statistics, Supervised Learning, Bayesian Inference, PCA, Clustering, Word Embeddings, and more! Oh my!

The People Part of Design Systems

Experiments and learnings from managing Design Systems at Etsy.

Bootstrapping Autosuggest

Autosuggest is critical to the modern search experience. Users expect it, depend on it, and it’s particularly…

Building an Autosuggest Corpus, Part 1

Should you use your query logs or your documents to build an…

Using Simple Arithmetic to Fill Gaps in Categorical Data

And potentially circumventing privacy…

In-Product Intercepts for User Research Recruitment

A story about recruitment methods that worked 3x…