Hello, I'm Justyna.

I'm mainly working with:

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01. Education

Wrocław University of Science and Technology

Cybersecurity

2017 - 2021
The studies provide education in the field of network security, IT and telecommunications systems, as well as data protection.

Wrocław University of Science and Technology

Trustworthy Systems of Artificial Intelligence

2021 - 2022
The study program includes issues related to: machine learning methods, including probabilistic and deep learning models and cybersecurity.

02. Work experience

R&D Laboratories Working Student

November 2020 - March 2021

CISCO / NETWORKING / PYTHON / VUE / JS / HTML / CSS

Nokia

Web application developer

April 2021 - July 2022

DJANGO / PYTHON / JS / HTML / CSS / MACHINE LEARNING

Wrocław University of Science and Technology

Software Engineer

August 2022 - Present

PYTHON / JS / AWS / POSTGRESQL / MACHINE LEARNING / BIGQUERY / FLASK

Payability

03. Books I'm reading

04. My projects

PYTHON / KERAS

CNN anomaly detection

In this project I proposed a malware traffic classification method using convolutional neural network by taking traffic data as image-like arrays with 3 channels (RGB)

PYTHON / PYSIDE / CSS / ENCRYPTION

Shuriken messenger

Secure messenger with PySide GUI. The communicator contains the AES / RSA encryption which I implemented

PYTHON

Intrusion Prevention System

Intrusion Prevention System based on Snort alerts

PYTHON / KERAS / TENSORFLOW

Defensive System against Adversarial Examples

I will propose a defense system against adversarial examples leveraging the unique power of Generative Adversarial Networks (GANs) to generate new adversarial examples for model retraining.

HTML/ CSS / JAVASCRIPT

Incident management system

Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam.

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