Michał Marusiński

Currently, I'm a 4th year student of Computer Science and Intelligent Systems: Artificial Intelligence and Data Analysis on AGH UST. I'm a BEng in Biomedical Enginnering and a semi-advanced Python programmer that specialize in Machine Learning and AI. My programming knowledge is supported by courses, projects and university education.

• ACERT C1 English
• Udemy - Tensorflow 2.0: Deep Learning and Artificial Intelligence
• Udemy - Machine Learning in Python. Basics, Perceptron, Regression
• Udemy - Python for beginners

Multiclassification E. Coli bacterias with ANNs

• Data exploration with Pandas, Numpy and creating coresponding distributions / plots with Matplotlib, Seaborn
• Creating different ANN models with Keras library and choosing the most accurate

CNNs for recognition of facial expressions

• Exploring data with Pandas, Matplotlib and preparing images as model inputs
• Examining different approaches of creating CNNs with: Keras, Sci-kit learn. Assessing the impact for accuracy

Forecasting prices of Dow Jones Industrial Average stock with RNNs

• Cleaning, formatting and working with sequential data
• Examining performance of SimpleRNN, GRU, LSTMs with changing sequences length

Predicting NBA matches results - Thesis project

• Thorough data exploration and analysis with Pandas, Seaborn, NumPy, Matplotlib
• Creating 2 ANN models for regression and classification which first one supplements second

• Gym
• Football
• Basketball