Erik Båvenstrand
Senior Machine Learning Engineer at SAVR
Stockholm, Sweden
Summary
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Senior🎓
Top SchoolErik Båvenstrand is a Senior Machine Learning Engineer with 10 years of experience blending data science, software engineering, and full-stack development to deliver production-grade ML systems. He has a strong track record at Klarna improving fraud detection across multiple markets and leading a team to build an internal Python library that streamlined model development and evaluation. Comfortable across cloud, security, and agile environments, he’s built automated model maintenance and a modular development framework that sped up iteration and cross-team reuse. His work includes applied research in real-time video super-resolution and contributions to open threat-modeling tooling, reflecting a mix of research depth and practical operational rigor. Based in Stockholm with an MSc from KTH, he’s motivated by using data to make processes measurably better—often by automating tedious upkeep so teams can focus on signal, not scaffolding.
10 years of coding experience
5 years of employment as a software developer
Master of Science - MSc Computer Science, Master of Science - MSc Computer Science at KTH Royal Institute of Technology
Swedish, English
Stackoverflow
1reputation
0reached
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Github Skills (44)
torcs10
vaex7
pipeline7
python7
timelapse6
dagger6
machine-learning6
motion-tracking6
artificial-intelligence6
evaluation6
data-science5
home-assistant4
picamera4
raspberry-pi-camera4
tensorflow4
Programming languages (4)
Github contributions (5)
ErikBavenstrand/Advent-of-Code
Dec 2021 - Dec 2024
Contributions:58 pushes, 1 branch in 3 years
ErikBavenstrand/Neural-Network-Implementation
Nov 2019 - Jan 2024
An Artificial Neural Network Implementation in Numpy to work with MNIST dataset.
Contributions:3 PRs, 4 pushes, 4 branches in 4 years 2 months
pythonartificial-neural-networknumpydeep-learningdataset
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