Built ML models to stop card testing

Shipped AI features to fight fraud and reduce user engagment

Learned that work starts with the team irrespective of company size

Learned how to care at a large company

Built AI agents with friends at Lorikeet

Grew vegetable garden towers

Interior designing my home

Played piano for 4 hands

First data hire at employee #12

Introduced duck as the company mascot

Built the first new hire onboarding process

Started company metrics at all hands

Revamped data import products in months

Built my first product that uses LLM

Learned how to really, really care

Learned when and how to care less

Second data science hire

Built metrics and experimentation pipelines

Started new grad data science hiring program

Learned to build with warmth, fun, and seredipity

Learned how great work can look and feel very different

Built data tables for Payments API migration

Built data prototypes for Risk Insights

Took anti-discrimination law classes at work

Bookclubbed with many coworker

Learned how great work looks like

Learned how to write

Commuted up and down 101

Ran experiments at scale

Filed my first patent for network engagement UI

Joined and grew a 13 people Asian office

Designed and analyzed experiments

Landed the first Japanese and Australian projects