Open to opportunities

Mateusz Stępniak

@mateuszstpniak

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Enthusiastic master's student specializing in Quantum Computing and Machine Learning.

Poland

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What I'm looking for

I am looking for opportunities that foster collaboration and innovation in quantum computing and machine learning.

I am an enthusiastic master's student specializing in Theoretical Physics, Quantum Computing, and Machine Learning. My academic journey has been enriched by hands-on experience in contributing to scientific publications and collaborating with international teams in industrial settings. I am eager to leverage my strong analytical skills and programming expertise to bridge advanced research with real-world applications.

Currently, I am working as a Junior Application Specialist in Quantum Computing at CSC - IT Center for Science, where I am part of a dedicated Quantum Team. My role involves developing reinforcement learning methods for quantum machine learning on high-performance computing systems. I have also contributed to various research projects, including reinforcement learning for quantum circuits compilation and optimizing industrial processes through machine learning.

My commitment to academic excellence is reflected in my numerous awards, including Minister’s scholarships for outstanding scientific achievements. I am passionate about exploring the intersections of AI, quantum technologies, and cognitive sciences, and I am excited about opportunities that allow me to continue this exploration in a collaborative environment.

Experience

Work history, roles, and key accomplishments

Junior Application Specialist

CSC - IT Center for Science

Sep 2024 - May 2025 (8 months)

As a member of the Quantum Team, I developed reinforcement learning methods for Quantum Machine Learning (QML) on High-Performance Computing (HPC) for real quantum hardware. This role involved significant contributions to the field of quantum computing applications.

Reinforcement Learning HPC Quantum Computing Python Slurm Singularity

Research Project

AstroCeNT: Particle Astrophysics Science and Technology Cent

Oct 2023 - Mar 2024 (5 months)

I conducted a research project focused on applying reinforcement learning for quantum circuits compilation. This involved advanced theoretical and computational methods to optimize quantum operations.

Reinforcement Learning Quantum Circuit Compilation Quantum Computing Research Python

Junior Quantum Computing Researcher

Quantumz.io Sp. z o.o.

Feb 2023 - Dec 2023 (10 months)

I worked on the VeloxQ project, utilizing dynamic systems in decision-making processes based on machine learning for industrial process optimization. This involved complex problem-solving across various levels of complexity.

Quantum Computing Machine Learning Dynamical Systems Python

Vice President of Student Association

Mathematical and Natural Sciences Student Association

Jan 2019 - Dec 2020 (1 year 11 months)

As Vice President, I contributed to the organization and management of student activities within the mathematical and natural sciences. This role enhanced my leadership and organizational skills.

Leadership Teamwork Event Planning Project Management Communication

Education

Degrees, certifications, and relevant coursework

Jagiellonian University

Master’s Studies, Theoretical Physics

Currently pursuing a Master's in Theoretical Physics at Jagiellonian University. Focusing on advanced concepts within the field.

University of Helsinki

Master’s study program, Physics

Activities and societies: Student exchange program

Participated in a student exchange program focusing on Theoretical Computational Methods in Physics. Gained international academic experience.

Jagiellonian University

Bachelor Studies, Cognitive sciences

Completed Bachelor's studies in Cognitive Sciences at Jagiellonian University. Developed an understanding of cognitive processes and related theories.