Rae Iverson
Marion Gonçalves

Marion Gonçalves

Senior Machine Learning Engineer at GitLab
Senior Machine Learning Engineer at GitLabSeattle, WA · America/Los_Angeles7 yrs · IC4
p.024@example.com+1 (415) 555-4625LinkedInGitHub
ContactedColdReferralOpenRequires sponsorship
AI match score
67/ 100
Mixed
Last touched1w ago
OwnerMei Lin
Comp expectation$274,594–$330,930
Flight riskmedium
OverviewExperience4Education1Skills17Projects2Activity13

Current role

Senior Machine Learning Engineer · Apr 2021—Present (5 yr)

GI
GitLab
Developer Tools · enterprise · Team of 12

Owned headcount, roadmap, and delivery for the team.

Selected accomplishments

  • Shipped a retrieval-augmented product feature
    +39% task-completion rate in the user cohort

    Designed a hybrid lexical+vector retrieval path with re-ranking; reduced hallucinations on long-tail queries.

  • Drove a quality-eval framework to production
    73+ teams onboarded in 6 months

    Built rubric-based offline evals that gated deploys; reduced regression incidents materially.

  • Migrated serving from a legacy stack to a unified gateway
    −68% p95 latency

    Rewrote the streaming path in Go, introduced batched prefill, and cut GPU cost-per-token by 28%.

Work history

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Signal skills

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Notable projects

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Pipeline snapshot

Match67
Activities13
SequenceFounding engineer · step 3/5
Next actionTechnical screen on Apr 18

Associated req

Staff Machine Learning Engineer
Applied ML · IC5
$340,000–$480,000

Recent activity