Rae Iverson
Marion Gonçalves

Marion Gonçalves

Senior Machine Learning Engineer at GitLab
Senior Machine Learning Engineer at GitLabSeattle, WA · America/Los_Angeles7 yrs · IC4
ContactedColdReferralOpenRequires sponsorship
AI match score
67/ 100
Mixed
Last touched1w ago
OwnerMei Lin
Comp expectation$274,594–$330,930
Flight riskmedium

Work history

4 roles, 7 total years.

  • GI
    Seattle, WATeam of 12Developer Toolsenterprise

    Owned headcount, roadmap, and delivery for the team.

    Shipped a retrieval-augmented product feature
    +39% task-completion rate in the user cohort
    Drove a quality-eval framework to production
    73+ teams onboarded in 6 months
    Migrated serving from a legacy stack to a unified gateway
    −68% p95 latency
    PythonLangChainSQLVector databasesRAG pipelinesPyTorchMLOps
  • ZO
    Principal ML Engineer
    Zoom
    Mar 2020Apr 2021
    1 yr 1 mo
    San Francisco, CATeam of 18SaaSenterprise

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

    Migrated serving from a legacy stack to a unified gateway
    −32% p95 latency
    Hugging Face TransformersPyTorchRAG pipelinesPythonMLOpsAWS
  • AS
    Senior Machine Learning Engineer
    Asana
    Dec 2018Mar 2020
    1 yr 3 mo
    San Francisco, CATeam of 17SaaSenterprise

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

    Shipped a retrieval-augmented product feature
    +69% task-completion rate in the user cohort
    LangChainHugging Face TransformersAWSPyTorchPythonMLOps
  • DA
    Applied ML Engineer
    Databricks
    Feb 2017Dec 2018
    1 yr 10 mo
    Paris, FRTeam of 11Data/AIenterprise

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

    Migrated serving from a legacy stack to a unified gateway
    −51% p95 latency
    Shipped a retrieval-augmented product feature
    +60% task-completion rate in the user cohort
    PyTorchRAG pipelinesMLOpsHugging Face TransformersVector databasesPython