I am a PhD student conducting research on the activity of ion channels and physical properties in liquid-glass transitions. In my research I use machine learning techniques, in particular recurrent neural networks. In July 2023 I completed the master’s studies in computer science, which I completed at the Faculty of Science and Technology of the University of Silesia. During my studies, I completed a series of specialist classes devoted to Data Science. I have knowledge in the field of artificial intelligence and machine learning. In my research work on data analysis, I mainly use Python with the NumPy and Pandas libraries, as well as artificial intelligence libraries: sklearn, TensorFlow and Keras.
My skills resulted in me and my team members taking 2nd place in the international Orange DataHack with Energy competition, the aim of which was to implement a model predicting changes in energy prices.
I have been working professionally as a Data Scientist for over a year, and currently as a programming teacher.
In the fourth quarter of this year my original handbook for practical training in the profession of a programmer technician will be published on the market.
At work I am a perfectionist, I am a conscientious and creative person.
University of Silesia in Katowice
October 2023 - Now
Thesis: "Analyzing artificial intelligence methods aimed at making progress in the study of complex
systems"
WSB Merito Chorzów University
October 2023 - Now
Specialization: Teaching IT vocational subjects
University of Silesia in Katowice
February 2022 - July 2023
Specialization: Data science
Thesis:
"Comparison of the effectiveness of selected machine learning algorithms in the classification of time series"
University of Silesia in Katowice
October 2018 - February 2022
Thesis "Design and implementation of a survival computer game using Unity 3D engine"
Technical school No 1. in Piekary Śląskie
September 2014 - April 2018
Euvic / Orange Poland, Warsaw
October 2022 - September 2023
ZSTiO "Mechanik", Tarnowskie Góry
September 2022 - Now
Euvic / Orange Poland, Warsaw
July 2022 - September 2022
WDesign, Piekary Śląskie
September 2021 - February 2022
Copyright © Aleksander Bies 2023