Stanislav Schmidt
Machine Learning Enginner III at Expedia Group
Geneva, Geneva, Switzerland
Summary
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Rockstar🎓
Top SchoolStanislav Schmidt is a Machine Learning Engineer III based in Geneva with 11 years of experience combining rigorous academic training and production ML systems. He holds a PhD in theoretical high energy physics and transitioned into applied ML roles, contributing to neuroscience-focused modeling at the Blue Brain Project before moving to Expedia Group to build scalable ML solutions for travel. Comfortable bridging deep research and engineering, he brings strong mathematical intuition to feature modeling, probabilistic methods and complex data pipelines. Colleagues value his ability to translate abstract theory into robust, deployable models that operate in real-world, latency- and scale-constrained environments. An understated but telling detail: his academic background equips him to tackle problems that benefit from bespoke algorithms rather than solely relying on off-the-shelf libraries.
11 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy (PhD) Theoretical Physics, Doctor of Philosophy (PhD) Theoretical Physics at University of SouthamptonMaster of Science (M.Sc.) Theoretical and Mathematical Physics, Master of Science (M.Sc.) Theoretical and Mathematical Physics at Ludwig-Maximilians-Universität MünchenBachelor of Science (B.Sc.) Physics, Bachelor of Science (B.Sc.) Physics at FAU Erlangen-NürnbergPhysics, Physics at Université Joseph Fourier (Grenoble I)
German, Russian, English, French, Spanish, Latin
Stackoverflow
181reputation
351kreached
1answer
0questions
Github Skills (193)
python10
entity-linking10
representations10
deep-learning10
cython10
graph-convolutional-networks10
ai10
neural-network10
nlp10
artificial-intelligence10
data-science10
text-classification10
allennlp10
natural-language-processing10
text-mining10
Programming languages (12)
Github contributions (5)
Stannislav/Advent-of-Code
Oct 2019 - Jan 2023
My solutions for the Advent of Code challenages
Contributions:140 commits, 2 PRs, 242 pushes in 3 years 3 months
python
Stannislav/synacor-challenge
Jan 2017 - Jul 2022
Contributions:6 pushes, 1 branch in 5 years 7 months
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