Frederik Mathiesen

PHD Candidate

Delft, South Holland, Netherlands
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Summary

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Senior
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Top School
Frederik Mathiesen is a PhD candidate at TU Delft specializing in formal methods and probabilistic machine learning to provide safety guarantees for tactical and operational planning in automated vehicles. With a decade of engineering experience and a background from Aalborg University and UC Berkeley, he blends rigorous academic research with hands-on product development. Previously at Ambolt he built the first iteration of TrafficTower and integrated prioritization with IntelliFlow’s optimization, demonstrating skill in real-time systems, cartography, and traffic-AI pipelines. His work focuses on provable, high-confidence assurances in dynamic, unpredictable environments—aiming to make safety both measurable and scalable for real-world deployment. An uncommon strength is his ability to bridge formal verification techniques with practical, production-grade tooling for traffic management and autonomy.
code10 years of coding experience
job3 years of employment as a software developer
bookMaster's degree, Computer Science, Master's degree, Computer Science at Aalborg University
bookComputer Science, Computer Science at University of California, Berkeley
bookHTX, Fysikkens Verden, Gymnasiel Uddannelse, HTX, Fysikkens Verden, Gymnasiel Uddannelse at Aalborg Teknisk Gymnasium
book10. klasse, IGCSE, 10. klasse, IGCSE at SKALs Efterskole
bookBachelorgrad, Datalogi, Bachelor, Bachelorgrad, Datalogi, Bachelor at Aalborg Universitet
languagesDanish, English, German
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Github Skills (99)

polygons10
adversarial-learning10
convex-hull10
transparency10
django9
sum9
polyhedra9
julia9
python9
robustness9
gpu9
der9
calculus9
crossword9
bitcoin9

Programming languages (12)

JuliaC#TypeScriptDockerfileC++CPHPJupyter Notebook

Github contributions (5)

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Zinoex/IntervalMDP.jl

Jan 2024 - Mar 2025

GPU-accelerated value iteration for Interval Markov Decision Processes
Contributions:4 reviews, 53 PRs, 229 pushes in 1 year 2 months
formalimdp
Zinoex/zinoex.github.io

Apr 2017 - Nov 2021

Contributions:7 pushes, 1 branch in 4 years 7 months
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