Michael Mullarkey | Rigorous data science, Translated for humans

Michael Mullarkey, PhD

PhD in Clinical Psychology, Creating data science systems that make people's lives easier

Get in touch if you want to build robust, human-centered data science systems together

An end-to-end ML pipeline with 93% out-of-sample accuracy for detecting if a person was generated with Stable Diffusion

87% of initial content moderation notes had too few ratings to impact content

How I reduced the latency in reporting of business-critical results by 400%

A framework that engaged 50% of a company's full-time employees with data deliverables

A proof-of-concept for using fast, SQL-style queries on local Pandas Data Frames.

Using the NBA as a case study for thinking hard about metrics, creating compelling visualizations, and crafting interactive tables