Natalia Wrześniak

I am a Biotechnology student at Jagiellonian University, driven by a desire to pivot my career towards Information Technology. Now I am working on an ambitious bachelor's project in bioinformatics as I intend to pursue my education at the master's level in this field. Alongside my academic endeavors, I have pursued additional education, obtaining certifications from Python Data Science & Machine Learning on Udemy course and completing CV50's Introduction to Programming with Python. In addition to my coursework, I am actively involved in practical projects focusing on best project management practices and proper utilization of used technologies, These projects allow me to apply theoretical concepts into real-world scenarios and enhance my skills in a practical setting. I am currently seeking internship opportunities to further expand my knowledge and gain hands-on experience in the field.

• Foundational knowledge in Python
• Familiarity with object-oriented programming concepts
• Experience with working with database management tools such as SQLAlchemy
• Capable of handling data using pandas, matplotlib, numpy, seaborn libraries
• Familiarity with machine learning techniques and tools, including scikit-learn
• Basics in HTML and CSS for web development
• Experience with Flask and Bootstrap frameworks for web applications
• Familiarity with good project management practices and techniques
• Comfortable with version control system - Git

• Plan And Dream Web App (currently working on)

-The aim of this project is to create a web application using Flask that allows users to create their own "to-do lists" and share them with the others. This project focuses mainly on developing skills connected with Flask and good practices while creating project structure.

- python & Flask, Flask-Bcrypt, Flask-Login, Flask-SQLAlchemy, Jinja2, SQLAlchemy, WTForms; html, front-end framework: Bootstrap v5.3, css

• Skin cancer prediction - bachelor's thesis (currently working on)

-The aim of this project is to create a deep learning model that predicts to which category a pigmented skin lesion belongs.

- python & Pandas, Matplotlib.pyplot, Seaborn, Numpy, scikit-learn, TensorFlow

• Tic-Tac-Toe

- The aim of this project is to create simple Player vs Player (PvP) Game: Tic Tac Toe fully written in python. It focuses on developing skills connected with OOP.

- python & tkinter

• Telco Customer Churn Prediction

- The aim of this project is to create a machine learning model that predicts customer churn (stopping using company's service) based on the information of customers who left or stayed within the last month.

- python & Pandas, Matplotlib.pyplot, Seaborn, Numpy, imblearn, scikit-learn

• CS50's Introduction to Programming with Python - Harvard - (2023)
• Python for Machine Learning & Data Science Masterclass - Udemy - (2024)
• Building RESTful APIs with Flask - LinkedIn Learning - (2024)
• TensorFlow Developer Certificate Bootcamp - Udemy - (currently)

After my work day ends each day, I work on hobbies that are based on computers and technology. I am a volunteer at a local community technology venture that aims to bring high-tech devices to low-income neighborhoods.

Wyrażam zgodę na przetwarzanie moich danych osobowych dla potrzeb niezbędnych do realizacji procesu tej oraz przyszłych rekrutacji (zgodnie z ustawą z dnia 10 maja 2018 roku o ochronie danych osobowych (Dz. Ustaw z 2018, poz. 1000) oraz zgodnie z Rozporządzeniem Parlamentu Europejskiego i Rady (UE) 2016/679 z dnia 27 kwietnia 2016 r. w sprawie ochrony osób fizycznych w związku z przetwarzaniem danych osobowych i w sprawie swobodnego przepływu takich danych oraz uchylenia dyrektywy 95/46/WE (RODO)).