Latifa Haddad

S

Senior ML Engineer, Umber Health - Kubeflow · CUDA · Ray

Umber Health
Dubai, UAE · GST (UTC+4)
8+ years experience
Qatar University
English, Arabic
Open to work
Messaging unavailable

Overview

Based in Dubai. I work on ML infrastructure at Umber Health. Led the migration of 46 services to CUDA. Trail runner and occasional climber.

Good reasons to reach out
  • Roles in experimentation
  • Thoughtful intros to people in my field
  • Speaking or podcast invitations
Please don't message about
  • Offshore staffing offers
  • Generic networking requests

Replies between meetings, usually same day

Skills
KubeflowPythonCUDARayfeature storesmodel serving
Open to workLooking for a role
closes in 3 months

Next role: ML Engineer in creator tools, Dubai or hybrid

Target roles
ML Engineer
Level
Senior
Industries
Consumer apps, Climate tech
Work mode
Remote
Available
From next quarter
Work authorization
Authorized to work in the UAE
What I'm looking for
Scope to lead experimentation work, with a manager who gives direct feedback.
Not interested in
Contract-only roles

8 years in ML infrastructure. Strongest at feature stores and Kubeflow. Serving notice now.

Dubai, UAE · remote OKmodel servingpythonfeature stores
Open

Experience

  1. Senior ML Engineer
    Apr 2026 - Present
    Umber Health · 6 mo · Full-time · Dubai, UAE
    • Wrote the metric definitions the leadership team reviews every week.
    • Taught SQL to 146 non-analysts.
    • Built the experimentation models now used in 4 product decisions a quarter.
  2. ML Engineer
    Dec 2022 - Apr 2026
    McKinsey & Company · 3 yr 4 mo · Contract · Dubai, UAE
    • Replaced 51 hand-built dashboards with one metrics layer people trust.
  3. ML Engineer
    Sep 2020 - Aug 2022
    Mobileye · 1 yr 11 mo · Full-time · Dubai, UAE
    • Taught SQL to 106 non-analysts.
    • Cut the time to a trustworthy experiment readout from 2 weeks to 3 days.
  4. ML Engineer
    Sep 2018 - Aug 2020
    Emirates Group · 1 yr 11 mo · Full-time · Dubai, UAE
    • Wrote the metric definitions the leadership team reviews every week.
    • Replaced 75 hand-built dashboards with one metrics layer people trust.

References

No references yet.

Education

  1. Qatar University
    BSc, Computer Science
    2014 - 2018

Details

Compensation expectations
What they are targeting for their next role.
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Direct contact details
Direct email and a scheduling link.
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