Kacper Zaleski

AI / Machine Learning Engineer

Kacper Zaleski

Vienna, Austria · kacperzaleski.com · github.com/kacperzaleski · linkedin.com/in/kacper-zaleski

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Profile

AI graduate (JKU Linz) with hands-on experience in deep learning, data pipelines, and full-stack development across a hospital, a bank, and academic research. Comfortable moving between model training, data engineering, and software engineering; currently starting a Master's in Artificial Intelligence.

Experience

  1. Jun 2024 – Dec 2024

    Programmer, Medical University of Vienna, Vienna

    Curated high-dimensional intensive care data and developed a data pipeline for downstream ML models.

  2. Apr 2023 – Apr 2024

    Full-Stack Developer, Raiffeisen Bank International, Vienna

    Developed the back- and frontend of an internal budget management service; built PowerBI dashboards for international budget insights.

  3. Jul 2021

    Intern, Evolit Consulting GmbH, Vienna

    Built a marketing website for a new company service.

  4. Jul 2019

    Intern, Raiffeisen Informatik Technical Services, Vienna

    Built a new homepage, debugged SAP systems, and created SharePoint workflows.

Education

  1. 2026 – present

    M.Sc. Artificial Intelligence, Johannes Kepler University (JKU) Linz

  2. 2022 – 2026

    B.Sc. Artificial Intelligence, Johannes Kepler University (JKU) Linz

    Bachelor's thesis: deep learning approaches for CT/PET medical image translation, including diffusion-based generative models (Schrödinger bridge, conditional denoising, paired training).

  3. 2017 – 2022

    Diploma, Computer Science, HTL Spengergasse, Vienna

    Diploma thesis on DevOps, covering CI/CD pipelines, containerization with Docker, and monitoring.

Technical skills

Languages
Python, Java (Spring), JavaScript, SQL
Machine Learning
PyTorch, deep learning, diffusion-based generative modeling, exposure to NLP, RL and computer vision
Data
data pipeline design, high-dimensional data curation, pandas
DevOps & Tools
Docker, CI/CD, monitoring, Git
Web & BI
full-stack web development, PowerBI

Languages

German
Fluent
English
Fluent
Polish
Native

Interests

Scouting
Active for 15 years; responsible for group website & Office 365 administration, youth mentoring, and external contributions to SCOREG (Austrian Scout Association's national membership platform).
Other
Skiing and outdoor activities.