Emil Kreutzman
Portfolio Manager at Estlander & Partners Investment
Helsinki, Finland
Summary
👤
Senior🎓
Top SchoolEmil Kreutzman is a software engineer turned quantitative trader with a decade of experience building production-grade systems and trading strategies, currently managing algorithmic crypto portfolios at Estlander & Partners in Helsinki. He blends a strong ML/Data Science background from Aalto University with hands-on experience in TensorFlow, data engineering and backend systems, having developed clinical diagnostic models and API services in a startup setting. Past roles span mobile and backend development, DevOps-style automation, and customer-facing technical project work, giving him a rare mix of research, product and operations fluency. Comfortable moving between Python, cloud, and low-latency trading pipelines, he applies rigorous model analysis and data-driven risk management to crypto markets. Notably, his career path reflects a deliberate shift from building ML-backed healthcare products to deploying quantitative strategies, signaling both technical breadth and a trader’s appetite for measurable results.
10 years of coding experience
6 years of employment as a software developer
Master of Science (M.Sc.) - Machine Learning and Data Science, Computer Science, Avg. 4.0/5.0, Master of Science (M.Sc.) - Machine Learning and Data Science, Computer Science, Avg. 4.0/5.0 at Aalto UniversityThe University of Hong Kong (HKU)
Swedish, English, Finnish
Github Skills (108)
scanner10
react-native-component10
barcode-scanner10
vision-api10
windows-app9
classifier9
python9
transmission9
wordnet9
flask9
cassandra9
firebird9
clock9
pure-python9
database8
Programming languages (12)
Github contributions (5)
ekreutz/CornerCal
Oct 2017 - Dec 2018
A simple, clean calendar and clock app for macOS.
Contributions:4 commits, 1 PR, 14 pushes in 1 year 2 months
clockcalendarclock-appcleanmacos
ekreutz/react-native-barcode-scanner-google
May 2018 - Sep 2019
Barcode scanner for react native, which implements barcode detection from Google's Vision API.
Contributions:2 commits, 2 PRs, 13 pushes in 1 year 4 months
scannerapireactbarcode-scannervision
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