Projects from the world of data, Python programming and AI technologies

Introduction

Welcome to my website dedicated to projects in the field of data analysis, machine learning and artificial intelligence.

My short story

In 2019, I graduated with a degree in Mechatronics from Wrocław University of Science and Technology, sparking my desire to explore new technologies. Over the past five years, I worked as an engineer in the manufacturing industry, where data played a crucial role in my work. By analyzing production and quality data, I was able to optimize processes and find innovative solutions to enhance productivity and efficiency.

Since the year, I have been developing a strong interest in AI, which has led me to complete a Data Scientist course and start building my portfolio. I have developed several practical projects and have more ideas that I aim to turn into commercial products.

I have also secured my dream job in a Data Science department, where I will be working on projects related to Machine Learning and Deep Learning. Additionally I am a certified AWS Machine Learning Engineer Associate, which has strengthened my cloud-based ML implementation skills.

My current activity

Due to my growing passion for AI and Data Science, I began my master's studies in March 2025 in Artificial Intelligence and Machine Learning. I am deeply committed to advancing my academic career. My master's thesis will focus on utilizing computer vision algorithms in a project collaborating with the Medical University of Wrocław. This project will involve detecting larvae and analyzing their behaviors under experimental conditions.

Additionally, since January 2025, I have been a Student Success Manager at Gotoit, where I have the opportunity to mentor a Data Science course. I conduct weekly live sessions where we expand our knowledge in data and AI. I am also experimenting with creating tutorials on Python, SQL, and other libraries useful in the Data Science field.

Recently, I have taken on the role of project leader for Knowledge Seeker, an innovative system that uses RAG (Retrieval-Augmented Generation) technology to transcribe, index, and extract information from video content. This project allows me to apply cutting-edge AI techniques in a practical business context.

About portfolio

Here you will find many projects I have been working on recently: from domain exploration (EDA) on ready-made datasets, through creating Streamlit applications - allowing you to browse data in a simple way, and ending with AI-powered and Machine Learning-based applications - to find patterns invisible at first glance.

I invite you to familiarize yourself with the projects and I hope that everyone will find something for themselves. I encourage you to visit here regularly - I intend to expand my portfolio with new ideas on an ongoing basis.