I was the data scientist for the User Growth team at
Tinder, which is responsible for
the new user experience. I designed and analyzed dozens of
experiments,
with the best-performing features achieving 2-3% increases in new user acquisition,
retention, and profile quality. Techniques involved randomized control trials,
multi-armed bandit trials, paired market tests, and difference-in-differences tests.