Ірина

Iryna Popovych
[open contact info](look above in the "contact info" section) · GitHub: irapopovych · LinkedIn: irapopovych
Košice, Slovakia

ABOUT MYSELF
I am a third-year Computer Science student with a strong interest in data science, particularly in the medical
field. I am inspired by the opportunity to use my knowledge to help others. A creative individual, I enjoy
learning new things and constantly expanding my skills.

SKILLS
Python SQL PyTorch Flask
JavaScript Pandas Monai C#
Docker Numpy ScikitLearn Git

PROJECTS
Texture Segmentation
Python, NumPy, ScikitLearn
Developed a texture segmentation algorithm on the Prague Texture Segmentation Dataset using Gabor
filters, local entropy, KMeans clustering, and morphological operations for refinement.
Chest X-Ray Classification with CNN
Python, PyTorch, NumPy, ScikitLearn
Developed a CNN to classify chest X-ray images into two categories, evaluated using accuracy, precision,
recall, F1 score, and visualized with loss curves and a confusion matrix.
Document Validator
JavaScript, Python, Flask, OpenAI
Collaborated in a hackathon team to develop a validator, focusing on backend with Flask. Implemented text
extraction and validation using custom rules, integrating OpenAI GPT API for real-time compliance feedback.
Secret Message
Python, JavaScript, Flask, Redis, Nginx, Docker, Docker Compose
A web application that allows users to send encrypted secret messages. The frontend enables users to input
messages, encrypt them, and generate a secure link for sharing, while the backend handles storage and
retrieval with expiration time.

EDUCATION & CERTIFICATIONS ACTIVITIES
Bachelor of Intelligent systems GymBeam Data Hackathon
Sep 2022 - Jun 2025
Technical University of Košice Erste Digital Hackathon 2024

Introduction to Artificial Intelligence T-Systems Hackathon 2024
https://certificates.mooc.fi/validate/5k43m3vhbfj

Introduction to IoT
https://www.credly.com/badges/d1df305f-8f6b-
477f-92e1-70ee22914ef6/public_url