IK

CV

Ignacy Kolton

I'm a PhD student in Computer Science at Jagiellonian University, working on machine learning, computer vision, and generative models — mainly applied to medical imaging.

Education

2026 - present

PhD in Technical Computer Science

Jagiellonian University · Krakow, Poland

Doctoral School of Exact and Natural Sciences, focused on deep learning, computer vision, and medical imaging.

2024 - 2026

Master’s in Computer Science

Jagiellonian University · Krakow, Poland

Focused on machine learning and computer vision, with involvement in practical research projects and publications. Continued developing programming skills, including low-level languages such as assembler.

2021 - 2024

Bachelor’s in Computer Science

Jagiellonian University · Krakow, Poland

Developed a strong foundation in computer science and mathematics, along with practical experience in software development for web, mobile, and desktop platforms.

Experience

05.2024 - 11.2024

Software Engineer Internship

HERE Technologies

Refactored legacy code in Java and Swift, improving structure and readability, and updated unit and integration tests to increase coverage and reliability. Optimized older C++ components by enhancing memory usage and execution time. Collaborated closely with the team in Agile ceremonies and daily work to clarify requirements and align technical decisions. Used GitLab for version control and CI, and worked with internal tooling for builds and testing.

Grants & Awards

ArtInCom Minigrant (2025) — Excellence Initiative – Research University, Jagiellonian University . Research minigrant from the Artificial Intelligence Computing Core Facility (ArtInCom) supporting student-led research.

Skills

Machine Learning & AI

Machine Learning, LLMs, NLP, PyTorch, NumPy, pandas

Programming Languages

C++, Python, .NET, C#, Java, Shell, Assembler

Software Engineering

OOP, SOLID, Design Patterns, Unit Testing, PyTest, Google Test

DevOps & Tools

Git, GitLab, CI/CD, Docker, Jira, Agile

Systems

Linux, macOS, Windows

Databases

SQL

Mathematics

Statistics, Calculus, Linear Algebra

Publications