Chief Executive Officer
CurrentBuilding foundational audio&music models and their applications
Nov 2023 - Present
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Carl Johann Simon-Gabriel Email & Phone Number
CEO @Mirelo.AI - Reach out at cjsg@mirelo.ai
at
Mirelo AI
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Current company
Role
CEO @Mirelo.AI - Reach out at cjsg@mirelo.ai
Location
Tübingen, Baden-Württemberg, Germany
Who is Carl Johann Simon-Gabriel? Overview
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Carl Johann Simon-Gabriel is listed as CEO @Mirelo.AI - Reach out at cjsg@mirelo.ai at Mirelo AI, based in Tübingen, Baden-Württemberg, Germany. AeroLeads shows a matched LinkedIn profile for Carl Johann Simon-Gabriel.
Carl Johann Simon-Gabriel previously worked as Chief Executive Officer at Mirelo Ai and Applied Scientist at Amazon Web Services (Aws). Carl Johann Simon-Gabriel holds Phd (Dr. Rer. Nat.), Machine Learning from Max Planck Society.
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Mirelo AI
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Profile bio
About Carl Johann Simon-Gabriel
I am co-founder and CEO of Mirelo AI, developing high-quality audio generation tools that empower content creators to easily and swiftly create the perfect music or sound for their projects and target audiences. Previously, I worked 10 years as an AI scientist, both in academia (Max Planck Institute, ETH Zürich) and in big tech (AWS Lablets, Meta FAIR), mainly on robustness and fairness of large (vision) models.
Listed skills include Machine Learning, Causal Inference, Computational Biology, Bioinformatics, and 20 others.
Current workplace
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7 roles
Carl Johann Simon-Gabriel work experience
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Applied Scientist
June 2023 - present: Science of Scale @AWS-Lablets -- "Learning to Scale Team" to improve the training of large foundational modelsNov. 2021 - June 2023: developing methods to assess and improve robustness and fairness of computer vision models
Nov 2021 - Oct 2023
Postdoctoral Researcher
Group: Learning and Adaptive Systems, lead by: Prof. Andreas KrauseI plan to continue my work on adversarial examples, as well as to explore the links between causality, adversarial learning and reinforcement learning.
Aug 2019 - Nov 2021
Phd Researcher In Machine Learning And Causal Inference
Max Planck Institute For Intelligent Systems
Advisor: Bernhard Schölkopf- Understanding adversarial examples- Theory of Generative Adversarial Networks (GANs)- Kernel based sample tests, kernel based metrics on probability distributions- Development of causality based algorithms for exoplanet detection- Population structure correction in GWAS- Subphenotype discovery in clinical diseases
Sep 2013 - Jul 2019
Research Intern
In recent years, state-of-the-art convolutional network classifiers have been found utterly vulnerable to adversarial examples: their performance can be driven down by almost invisible -but targeted- perturbations of the input images.During my internship, I worked together with Yann Ollivier, Léon Bottou and David Lopez-Paz to help understanding the origin.
Jul 2017 - Oct 2017
M.S. Intern
Advisor: Jean-Philippe VertStatistics and machine learning methods applied both to the study of phenotypic and genotypic properties of different yeast cell strains and to the modeling of the genetic recombination events (crossovers and non-crossovers) during meiosis
Jan 2013 - Jun 2013
M.S. Intern
Eiffage Travaux Publics - Heinrich Walter Bau Gmbh
Development of a pricing program to evaluate the cost of standard depots.Deputy Site Manager for the building of a depot in Lauenburg (near Hamburg).
Jun 2012 - Sep 2012
5 education records
Carl Johann Simon-Gabriel education
Phd (Dr. Rer. Nat.), Machine Learning
Master In General Engineering, Major: Geostatistics And Applied Probabilities, Master
Mathematics, Physics And Computer Sciences
Lycée Kléber De Strasbourg
Diplôme D'Etudes Musicales, Piano, Organ, Music Analysis, Harmony
Conservatoire De Strasbourg
Baccalauréat And Abitur
Lycée International De Strasbourg
FAQ
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What company does Carl Johann Simon-Gabriel work for?
Carl Johann Simon-Gabriel works for Mirelo AI.
What is Carl Johann Simon-Gabriel's role at Mirelo AI?
Carl Johann Simon-Gabriel is listed as CEO @Mirelo.AI - Reach out at cjsg@mirelo.ai at Mirelo AI.
Where is Carl Johann Simon-Gabriel based?
Carl Johann Simon-Gabriel is based in Tübingen, Baden-Württemberg, Germany while working with Mirelo AI.
What companies has Carl Johann Simon-Gabriel worked for?
Carl Johann Simon-Gabriel has worked for Mirelo Ai, Amazon Web Services (Aws), Eth Zürich, Max Planck Institute For Intelligent Systems, and Facebook Ai.
How can I contact Carl Johann Simon-Gabriel?
You can use AeroLeads to view verified contact signals for Carl Johann Simon-Gabriel at Mirelo AI, including work email, phone, and LinkedIn data when available.
What schools did Carl Johann Simon-Gabriel attend?
Carl Johann Simon-Gabriel holds Phd (Dr. Rer. Nat.), Machine Learning from Max Planck Society.
What skills is Carl Johann Simon-Gabriel known for?
Carl Johann Simon-Gabriel is listed with skills including Machine Learning, Causal Inference, Computational Biology, Bioinformatics, Genomics, Geostatistics, Statistics, and Matlab.
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