Welcome to My site!

István Gellért Magyary

MSc Bioinformatics Student
📍 Budapest, Hungary
📧 magyary.istvan@brc.hu
📞 +36 30 226 2205
Website | LinkedIn | GitHub | Medium | Buy me a coffee

🎓 Education

MSc in Bioinformatics
Pázmány Péter Catholic University (2024– )
Thesis title: Epigenetic rejuvenation during embryogenesis
Relevant coursework: Data Mining and Machine Learning, Biostatistics, Parallel Programming, Quantitative Biology, Scientific Python

BSc in Biology
University of Szeged (2024)
Thesis title: Investigating the Relationship Between the Human Metabolome and Diseases Using the UK Biobank Dataset

🧬 Professional & Research Experience

Research Student
BRC, Szeged / Computational Systems Biology Lab
2021–2025
- Developed predictive survival models for multiple disease and metabolite level associations

🗣️ Languages

English: Fluent (C1 certificate)

📢 Publications

Poster: Lilla Széles, István Magyary et al.
What does the evolution of the mammalian metabolome reveal about human diseases?
Straub-Days, 2023
Poster: István Magyary et al.
Different shapes of blood biomarker and disease risk relationships
Straub-Days, 2025

🏆 Achievements & Awards

2021–2025: National Academy of Scientific Education – Szent-Gyögyi Student Fellowship
2023 Autumn: SZTE Local Medical TDK – Participation
2024 Spring: SZTE Local Biology TDK – Finalist
2025: Biology OTDK – Participation

🧠 Technical Skills

Programming: Python (NumPy, Pandas, scikit-learn, PyTorch), R (tidyverse)
Data Analysis: Multi-modal integration (EHR, omics), statistical modeling
Tools: Jupyter Notebook, Git, Linux/HPC

🤝 Volunteer & Teaching Experience

Student mentoring at HÖOK Mentorprogram
Scouting – Patrol leader at Kaposvár (2015–2024)