Mads Dabros
Lead Machine Learning Engineer at IHFood A/S
Copenhagen, Capital Region of Denmark
Summary
👤
Senior🎓
Top SchoolMads Dabros is a Lead Machine Learning Engineer based in Copenhagen with 12 years of experience building production-grade vision systems and data-driven products for the food and medical industries. At IHFood he defines ML strategy, tools and guidelines, and jointly architects solutions that deliver measurable performance gains and faster time-to-market—most notably the high-throughput EggInspector system. He blends hands-on C#/C++ development, research-driven model evaluation and product-minded delivery, and regularly supervises academic collaborations to translate novel methods into production. Outside work he maintains SharpLearning, an open-source ML library for C# developers, and competes on Kaggle, demonstrating a practical commitment to both community tooling and applied algorithmic innovation.
12 years of coding experience
9 years of employment as a software developer
Vordingborg GymnasiumMaster of Science (M.Sc.), Computer Science, Master of Science (M.Sc.), Computer Science at Danmarks Tekniske Universitet
English, Danish, German
Github Skills (63)
adaboost10
classification10
machine-learning10
dotnet10
cntk10
ensemble-learning10
csv-parser10
java10
csv-writer10
regression10
deep-learning10
cross-validation10
csv10
sketchup10
csharp10
Programming languages (5)
Github contributions (5)
mdabros/XGBoostSharp
Oct 2024 - Apr 2026
.Net wrapper for XGBoost
Contributions:7 releases, 18 reviews, 38 PRs in 1 year 6 months
dotnetxgboostclassificationcsharpmachine-learning
mdabros/CntkCatalyst
Nov 2018 - Jul 2019
Deep Learning API for C# CNTK
Contributions:63 commits, 18 PRs, 54 pushes in 8 months
cntkcsharpdeep-learningdeep-neural-networksdotnet
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