Ella Rodriguez

Applied ML — from fintech growth loops

Senior ML Engineer, Growth at RampNew York, NY · America/New_York6 yrs · IC4

ScreeningWarmInboundOpenUS citizen

AI match score

84/ 100

Good

Last touched1mo ago

OwnerMei Lin

Comp expectation$260,000–$320,000

Flight risklow

Customer-facing classifier rewrite

ML lead · Mar 2021 — Apr 2022

Replaced a rules-based classifier with a fine-tuned encoder; set up the eval and monitoring story.

F1 improved by 12 points; false-positive escalations halved.

Evidence of the project's output.