Sven Serneels
Founder And President at Stealth AI Startup
Denver Metropolitan Area United States
Summary
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Top SchoolSven Serneels is a founder and technology leader with eight years of focused experience building data science, ML and agentic AI solutions that drive measurable business impact across enterprise and industrial domains. He has repeatedly translated research-grade methods into production products—generating multiple million-dollar outcomes from AI-driven optimizations, algorithmic trading, and NFT analytics—while advising C-suite and reporting directly to CTOs. At AspenTech he led teams that turned physics-based simulations into real-time surrogate models and agentic monitoring for critical infrastructure, and he co-founded a startup that raised $2M to commercialize NFT data APIs and fraud-detection analytics. Comfortable moving between hands-on model development, product strategy and fundraising, Sven also serves as visiting faculty in mathematics, reflecting a strong academic foundation (PhD, University of Antwerp) coupled with practical engineering discipline. Based in the Denver metro area, he blends deep domain knowledge in chemicals, energy and industrial software with an early interest in quantum-enhanced computing and interpretable AI—areas he’s evaluated and piloted in production contexts.
7 years of coding experience
14 years of employment as a software developer
PhD, Science, PhD, Science at University of Antwerp
English, German, Dutch, Portuguese, Italian, Swedish
Stackoverflow
23reputation
218reached
0answers
2questions
Github Skills (51)
gaussian-mixture-models10
dimensionality-reduction10
python10
decomposition10
statistics10
hypothesis-testing10
sampling10
econometrics10
dimension-reduction10
resampling10
forecasting10
smoothing10
regression-models10
density-estimation10
correlation10
Programming languages (3)
Github contributions (5)
SvenSerneels/direpack
Apr 2020 - Jan 2023
A Python 3 package for state-of-the-art statistical dimension reduction methods
Contributions:36 releases, 2 reviews, 167 commits in 2 years 10 months
smoothingpythonprincipal-component-analysisstate-of-the-artgmm
SvenSerneels/ppdire
Jul 2019 - Apr 2020
Contributions:20 commits, 11 pushes, 1 branch in 9 months
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