Axel Demborg

Stockholm, Sweden

About

Machine Learning Engineer with a background in Engineering Physics. Primary interests include machine learning, data analysis, and software development. Driven by a curious mind, I actively seek to reach over into new fields to expand my technical domain.

Work Experience

Volumental | Stockholm

Machine Learning Engineer - Scrum Master | Aug. 2018 – Present

• Architect and deploy computer vision pipelines (CNNs for segmentation and keypoint detection) and tabular data recommender systems using TensorFlow, Python, and C++.
• Engineer scalable microservices and infrastructure on Google Cloud Run (GCP) to support real-time biometric analysis.
• Champion “Clean Code” practices and functional programming patterns to ensure high-quality, self-documenting, and maintainable software.

Royal Institute of Technology (KTH) | Stockholm

Teaching Assistant (Object Oriented Programming with Java) | Nov. 2016 – May 2017

• Instructed students in core programming concepts and evaluated lab presentations.

Lenslogistics | Stockholm

IT Support & Administration (Summer Intern) | Summers 2011–2016

• Managed technical operations including server administration, software programming, and general IT support.

Education

Royal Institute of Technology (KTH) | Stockholm

Master of Science in Machine Learning | Sep. 2016 – Jun. 2018

• Thesis: Efficient object segmentation on mobile phones

Royal Institute of Technology (KTH) | Stockholm

Bachelor of Science in Engineering Physics | Sep. 2013 – Jun. 2016

• Thesis: Common Representations for Human-Robot Handovers.

Projects

Zhejiang University | Hangzhou, China

Photonics Research Intern | Jun. 2015 – Jul. 2015

• Conducted experiments on the use of fiber Bragg gratings for sensing applications.

Skills

• Programming: Python, C++, JavaScript/TypeScript, Golang, Java, Unix Shell.
• Machine Learning: TensorFlow, Computer Vision, Recommender Systems.
• Cloud & Tools: Google Cloud Platform (Cloud Run), Docker, Git, LaTeX, Linux.
• Languages: Swedish (Native), English (Fluent), French (Basic).

Commissions of Trust & Awards

• Generalkonsul (Local Responsible) | Fysiksektionen, THS, KTH (Jan. 2017 – Jan. 2018)
• Reception Group Leader | Fysiksektionen, THS, KTH (Summer 2015)
• Scholarship for Outstanding Grades | Stiftelsen Henrik Göranssons Sandviken (Apr. 2017)
• Scholarship for Outstanding Grades | KTHs allmänna studerandestiftelser (Apr. 2016 & Apr. 2017)