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Martin Laur

@martinlaur

Platform engineer who built a SageMaker pipeline to fine-tune and deploy DistilBERT for text sentiment analysis.

Estonia
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At sanctions.io, I worked on Python development and DevSecOps in a cybersecurity-focused software environment, applying software development and infrastructure engineering experience.

At Multilogin, I held the Infrastructure Tech Lead position and worked across infrastructure engineering and technical development in a software product environment.

At Nomao, I worked on Python development and machine learning operations. At Skype, I worked across site reliability engineering, DevOps, and database administration, focusing on production infrastructure and software operations.

I created an MLOps pipeline using Amazon SageMaker to fine-tune and deploy DistilBERT for text sentiment analysis. I also built a CI/CD pipeline for a Python Flask application on Google Cloud Platform's Kubernetes Engine, with Spinnaker handling production approval and manual deployment.

Experience

Work history, roles, and key accomplishments

SA

Python Developer | DevSecOps

Sanctions.io

Oct 2020 - Oct 2026 (6 years)

Worked on Python development and DevSecOps in a cybersecurity-focused software environment. Applied software development and infrastructure engineering experience to the company's technical environment.

MU

Infrastructure Tech Lead

Multilogin

Dec 2018 - Oct 2020 (1 year 10 months)

Held the Infrastructure Tech Lead position, working across infrastructure engineering and technical development. Applied cloud infrastructure, automation, and DevOps experience in a software product environment.

NO

Python Developer and MLOps

Nomao

Apr 2016 - Dec 2018 (2 years 8 months)

Worked on Python development and machine learning operations. Developed experience across software engineering and the operational aspects of machine learning systems.

Education

Degrees, certifications, and relevant coursework

University of Tartu logoUT

University of Tartu

Master's Degree, Computer Science

2012 - 2014

Master's Degree in Computer Science from the University of Tartu, completed in 2014.

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