Amundsen — Lyft’s data discovery & metadata engine

How to Write Awesome Tech Specs

Tech specs have more utility than most engineers realize.

Experimentation in a Ridesharing Marketplace

Part 1 of 3: Interference Across a Network

Technology companies strive to make data-driven product decisions — and Lyft is no exception. Because of that, online experimentation, or A/B testing, has…

Building Lyft’s Marketing Automation Platform

Machine learning based marketing automation to improve…

Open Sourcing Amundsen: A Data Discovery And Metadata Platform

From shallow to deep learning in fraud

A Research Scientist’s journey through hand-coded regressors…

Matchmaking in Lyft Line — Part 1

Lyft Line is a ridesharing product that automatically pairs riders together with overlapping routes, allowing us to provide a cheaper ride for all passengers. The more overlap two routes have, the larger the discount we can provide. But what makes a good Lyft Line…