Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I'm Daniel Barta, a data-driven engineer with a solid background in computer science and software engineering, focused on machine learning, optimization, and data analytics. In my roles at Fraunhofer FOKUS and BMW Group, I build diffusion-based pipelines, surrogate models, and neuro-symbolic reasoning modules, collaborating across disciplines to deliver rigorous and impactful AI solutions.…

Daniel Barta

Data Scientist, AI Engineer, Full Stack Developer, +2





I'm Daniel Barta, a data-driven engineer with a solid background in computer science and software engineering, focused on machine learning, optimization, and data analytics. In my roles at Fraunhofer FOKUS and BMW Group, I build diffusion-based pipelines, surrogate models, and neuro-symbolic reasoning modules, collaborating across disciplines to deliver rigorous and impactful AI solutions.…

Available to hire

I’m Daniel Barta, a data-driven engineer with a solid background in computer science and software engineering, focused on machine learning, optimization, and data analytics.

In my roles at Fraunhofer FOKUS and BMW Group, I build diffusion-based pipelines, surrogate models, and neuro-symbolic reasoning modules, collaborating across disciplines to deliver rigorous and impactful AI solutions.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

German

Fluent

English

Fluent

Work Experience

Working Student at Fraunhofer FOKUS

March 1, 2023 - August 31, 2025

Berlin-based role: Built diffusion-based pipeline for generation of parameterized quantum circuits; Accelerated quantum benchmark runs with surrogate models; Built neuro-symbolic reasoning modules for legally compliant autonomous driving.

Intern – Engine and Data Analytics at BMW Group

March 1, 2020 - August 31, 2020

Mar 2020 – Aug 2020: Enhanced automated model verification pipelines, reducing testing time and improving accuracy; Optimized database schemas for faster retrieval, improving analytics efficiency; Analyzed driving-behavior datasets using Python and MATLAB with advanced game-theoretic models.