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Peter Sanders

Sample profile

Senior ML Engineer at Gather AI · ML infrastructure

Works at
Gather AI
Location
Los Angeles, CA · PT (UTC-8)
Experience
6+ years experience
Education
Harvard University
Languages
English, French
Open to work
Message Connect

Overview

Based in Los Angeles. I work on ML infrastructure at Gather AI. Mentored 12 engineers through their first promotion. Chess on lunch breaks.

Good reasons to reach out
  • Roles in recommendation systems
  • Questions about recommendation systems
  • Second opinions on PyTorch decisions
Please don't message about
  • Courses and coaching offers
  • Survey or panel invitations
  • Offshore staffing offers

Slower in the last week of each quarter

Skills
feature storesRaymodel servingCUDAPyTorchPythonKubeflow
Open to workLooking for a role
closes in 3 months

Open to ML Engineer roles at seed marketplaces companies

Target roles
ML Engineer
Level
Mid
Industries
Healthtech, Logistics
Work mode
Remote
Available
30 days notice
Work authorization
Authorized to work in the CA
What I'm looking for
A team that ships weekly and owns recommendations end to end.
Not interested in
Agencies and outsourcing firms

6 years in ML infrastructure. Strongest at Python and feature stores. Can start in about six weeks.

Los Angeles, CAcudapythonray
Open

Experience

  1. Senior ML Engineer
    Mar 2026 - Present
    Gather AI · 8 mo · Full-time · Los Angeles, CA
    • Wrote the metric definitions the leadership team reviews every week.
    • Shipped a ranking change that increased conversion 6.1%.
    • Replaced 54 hand-built dashboards with one metrics layer people trust.
  2. ML Engineer
    Aug 2024 - Nov 2025
    Capital One · 1 yr 3 mo · Contract · Los Angeles, CA
    • Replaced 43 hand-built dashboards with one metrics layer people trust.
    • Shipped a ranking change that increased conversion 3.8%.
  3. ML Engineer
    Feb 2023 - Aug 2024
    Databricks · 1 yr 6 mo · Contract · Los Angeles, CA
    • Wrote the metric definitions the leadership team reviews every week.
  4. ML Engineer
    Oct 2020 - Feb 2023
    Block · 2 yr 4 mo · Full-time · Los Angeles, CA
    • Taught SQL to 142 non-analysts.

References

No references yet.

Education

  1. Harvard University
    AB, Information Technology
    2015 - 2019

Details

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

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