Rae Iverson
Ella Rodriguez

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

Work history

5 roles, 6 total years.

  • RA
    Senior ML Engineer, Growth
    Ramp
    Jun 2024Present
    1 yr 10 mo
    New York, NYTeam of 6Fintechgrowth

    Owned headcount, roadmap, and delivery for the team.

    Shipped a retrieval-augmented product feature
    +55% task-completion rate in the user cohort
    Drove a quality-eval framework to production
    45+ teams onboarded in 6 months
    Migrated serving from a legacy stack to a unified gateway
    −23% p95 latency
    PythonLangChainAWSSQLRAG pipelinesHugging Face Transformers
  • RE
    Staff Machine Learning Engineer
    Replicate
    Aug 2022Jun 2024
    1 yr 10 mo
    San Francisco, CATeam of 19AI/MLstartup

    Drove applied ml work end-to-end with partner teams.

    Drove a quality-eval framework to production
    25+ teams onboarded in 6 months
    LangChainMLOpsVector databasesPyTorch
  • DO
    Senior Machine Learning Engineer
    Docker
    Jul 2020Aug 2022
    2 yr 1 mo
    New York, NYTeam of 18Developer Toolsenterprise

    Drove applied ml work end-to-end with partner teams.

    Drove a quality-eval framework to production
    49+ teams onboarded in 6 months
    Migrated serving from a legacy stack to a unified gateway
    −34% p95 latency
    AWSSQLLangChainPyTorchHugging Face TransformersMLOps
  • CO
    Machine Learning Engineer
    Cohere
    Jan 2018Jul 2020
    2 yr 6 mo
    Austin, TXTeam of 8AI/MLgrowth

    Drove applied ml work end-to-end with partner teams.

    Drove a quality-eval framework to production
    34+ teams onboarded in 6 months
    Vector databasesRAG pipelinesPythonHugging Face TransformersLangChainPyTorchSQL
  • ZE
    Applied ML Engineer
    Zendesk
    Aug 2014Jan 2018
    3 yr 5 mo
    Amsterdam, NLTeam of 12SaaSenterprise

    Drove applied ml work end-to-end with partner teams.

    Shipped a retrieval-augmented product feature
    +35% task-completion rate in the user cohort
    LangChainHugging Face TransformersPythonPyTorchAWSMLOps