Dirk Markus M.-CS & CE Consulting Engineer
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Experience
Lead Quantum Performance Engineer
- Proactively shaped technical direction and internal collaboration, assuming leadership responsibility without formal mandate.
- Led the design and implementation of benchmarking workflows for quantum computing platforms, with a focus on algorithms, performance metrics, and statistically robust predictions.
- Developed a modular quantum simulator supporting diverse noisy backends and probabilistic inference models.
- Conducted research engineering and provided presales consulting for quantum machine learning applications, including giving presentations on physics-informed quantum circuits for PDEs at national research workshops.
Research Associate | Quantum Machine Learning Scientist & Engineer
- Presented QML research results to internal stakeholders.
- Mentored PhD students in HPC and scientific computing.
- Presented quantum machine learning research in internal talks.
Research Associate | HPC and Quantum Computing Scientist & Engineer
- Led R&D in quantum computing with a focus on theoretical modeling, hybrid algorithms, PDE-solving methods, and practical applications.
- Conceived and co-designed a framework for physics-informed quantum circuits; presented at expert workshops and published in the CEAS Aeronautical Journal.
Research Associate | Requirement Specification Engineer
Participation in the UNIC2AST project.
Research Associate | Automatic Differentiation | University Teaching | Scientist & Engineer
- Conducted research on automatic differentiation in scientific computing.
- Led tutorials in computer architecture (B.Sc., up to 80 students) and co-taught advanced content for M.Sc. students.
Research Assistent | Exercise Tutor
Exercise tutor of the lecture "Technical Foundations of Computer Science".
Student Assistant | Python Developer
Mentor Orientation Days for Computer Science
Assist in orientation days for new BS/MS (Applied) Computer Science students.
Intern | HPC Software Developer
- Parallelization of given source code with OpenMP.
- Update given source code for new Fortran dialects and compilers.
- Develop a program for automatic computation of sound fields (C/C++ and boost).
Industry Experience
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Experienced in Aerospace and Defense, Education, and Information Technology.
Business Area Experience
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Experienced in Research and Development, Product Development, Sales, and Information Technology.
Summary
I design and develop complex computational systems at the intersection of computer science and cyber-physical systems, combining software, hardware, and solid engineering practice.
My background spans software and computer engineering, algorithm development, high-performance computing (HPC), intelligent systems, AI/ML, and quantum computing - from research-oriented prototypes to production-ready systems used in scientific and industrial environments.
Currently open for B2B collaborations and selected projects.
Skills
- Core Competencies: Software & Computer Engineering/Architecture, Intelligent Systems, High Performance Computing (Hpc), Algorithm Engineering, Computational Complexity, Computational Linguistics, Ai/Ml & Quantum, Technical Project Leadership, Technical Consulting, Requirements Engineering, Cross-Functional Collaboration, Uml, Oop, Ci/Cd, Rapid Prototyping
- Programming: Python, C/C++, Java, Fortran, Vhdl
- Quantum & Ml: Pennylane, Qiskit, Cuda-Q, Pytorch, Pytorch-Lightning, Opencv
- Hpc: Cuda, Mpi, Openmp, Opencl, Intel Fpga Sdk For Opencl
Languages
Education
Master of Science · Computer Science · Dresden, Germany
Relevant coursework: Software Engineering, Computer Engineering, Theoretical Computer Science.
Bachelor of Science · Computer Science · Jena, Germany
Major in Parallel Algorithms, Parallel Computing, and Computer Architecture. Subsidiary Subject in Computational Linguistics. B.Sc. awarded 02/2014. Member of Computer Science Student's Representative Council (2011 – 2013). Responsibilities:
- Person responsible for chat evenings for professors and students
- Member of the examination board for Mathematics/Business Informatics/Computer Science/Lectureship
- Alternate member of institute council and FSR-Kom
- Member of a workgroup for the improvement of B.Sc. Computer Science study program
Certifications & licenses
Beratender Ingenieur - State-licensed Consulting Engineer (DE)
Saxon Chamber of Engineers (Ingenieurkammer Sachsen), DE
Ingenieur (Ing.) - State-licensed Engineer (DE)
Saxon Chamber of Engineers (Ingenieurkammer Sachsen), DE
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