Julia Gustafsson

Senior ML Engineer at Beacon Mobility · ML infrastructure · PyTorch, model serving

Beacon Mobility

Stockholm, Sweden · CET (UTC+1)

4+ years experience

Humboldt University of Berlin

English, Swedish

Advising

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Overview

Currently at Beacon Mobility, where I work on ML infrastructure. Mentored 5 engineers through their first promotion. Most at home with model serving and Node.js.

Good reasons to reach out

Advice on recommendation systems
Thoughtful intros to people in my field
Working sessions on feature stores

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Agency or outsourcing pitches
Generic networking requests
Unpaid work or spec projects

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Skills

model servingfeature storesPythonNode.jsPyTorch

AdvisingOpen to advising

closes in 3 months

Office hours for early-stage teams: ML infrastructure and Node.js

Topics: recommendation systems, model serving, Python
Format: Office hours
Terms: Free for early founders
Capacity: One advisory role at a time
Best for: Seed to Series A teams

4 years of ML infrastructure. Small equity or paid hours - flexible.

Stockholm, Swedennode.jspythonpytorch

Open

Experience

Senior ML Engineer
Oct 2022 - Present
Beacon Mobility · 4 yr · Full-time · Stockholm, Sweden
- Wrote the metric definitions the leadership team reviews every week.
- Shipped a ranking change that increased conversion 3.4%.
- Replaced 84 hand-built dashboards with one metrics layer people trust.

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Education

Humboldt University of Berlin
BA, Electronics and Communication
2019 - 2022

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