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Data-driven Product Launch — Onfido Studio

How a data scientist approaches a B2B product launch from first principles — defining metrics before a line of code ships, building the data model, creating pre-launch dashboards, and learning from the first beta customers.

Anna Borodina8 min read
Laptop displaying an identity verification workflow in Onfido StudioProduct

Causal Inference at Onfido

How Onfido's data science team built a Structural Causal Model of their document verification pipeline — and used it to simulate the impact of product improvements before shipping a single line of new code.

Anna Borodina6 min read
Abstract illustration representing causal inference and data flowsEngineering

How to Write a Great Self-Performance Review

Writing an outstanding self-performance review can single-handedly set you apart and elevate your career path. Here's how to prepare, what to write, and real examples from a working engineer.

Sérgio Martins4 min read
Person writing notes at a deskEssays