Emily Emily Lee

ML Engineer at Northgate Digital · ML infrastructure · Kubeflow, feature stores

Northgate Digital

Sydney, Australia · AEST (UTC+10)

1+ years experience

Nanyang Technological University

English

Open to work

Messaging unavailable

Overview

1 years in software engineering, the last 1 at Northgate Digital, where I work on the ML platform team. Reduced cloud spend on ML platform by 23% in two quarters. Most at home with feature stores and CUDA. Coffee nerd.

Good reasons to reach out

Roles in experimentation
Working sessions on Kubeflow
Second opinions on CUDA decisions

Please don't message about

Data broker offers
Survey or panel invitations

Answers in batches on Fridays

Skills

CUDAPythonmodel servingKubeflowfeature stores

Open to workLooking for a role

closes in 3 months

ML Engineer roles in media - Sydney or remote

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

1 years in ML infrastructure. Strongest at CUDA and Kubeflow. Available immediately.

Sydney, Australiakubeflowmodel servingcuda

Open

Experience

ML Engineer
Oct 2025 - Present
Northgate Digital · 1 yr · Full-time · Sydney, Australia
- Replaced 98 hand-built dashboards with one metrics layer people trust.
- Taught SQL to 61 non-analysts.
- Wrote the metric definitions the leadership team reviews every week.

Projects

Side project: a reading list app

2025

Built with CUDA and model serving. 2645 people used it last year.

References

No references yet.

Education

Nanyang Technological University
BEng, Electrical Engineering
2021 - 2025

Details

Compensation expectations

What they are targeting for their next role.

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Direct contact details

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