! am data engineer with passion to machine learning, deep learning and mathematics.

It is my biggest project so far. This project is ready to use python package for using and invesigating impact of Curriculum Leanrning in Reinforcement Learning tasks. Package is avaible on PyPi: academia-rl and was created with two my collegues as our Bachelor degree thesis on Warsaw University Of Technology.

Github repository: https://github.com/krezelj/academia

In addition to the academia-rl project, my GitHub account also includes the toRpEDA package written in R. It is a tool for automatic data exploration, simplifying data analysis in the R language. This is a group project conducted on Advanced R course on Warsaw University Of Technology.

Github repository: https://github.com/kozaka93/toRpEDA

Within my portfolio, you'll find projects related to Big Data, where we analyzed data from platforms such as StackOverflow and Data Science StackExchange. Additionally, I participated in a data warehouse project where we designed the warehouse, created an ETL pipeline, and conducted data analysis from the Central Statistical Office (GUS) using buisseness inteligence tools like PowerBI.

linked projects:

• https://github.com/maciejors/big_data
• https://github.com/Szymon-Gut/GUS-DWH

Apart from that, I have experience in projects related to machine learning and building interactive dashboards for data analysis, for example, using data from the Facebook platform.

Dashboards:

• Facebook analysis (python): Facebook-Dashboard
• Nobel prizes analysis (R):
  • Github: https://github.com/Szymon-Gut/DashBoard
  • link to live version to see results without running code: https://galkowskim.shinyapps.io/hw6_TWD_Gut_Galkowski/

Machine learning projects:

• implementation of multi layer perceptron from scratch: https://github.com/Szymon-Gut/MLP
• implementation of evolutional algorithms from scratch to solve tasks as optimizing neural networks, cutting stock problem: https://github.com/Szymon-Gut/EvolutionalAlgorithms
• implementation of Kohonen neural network from scratch to solve unsupervised learning tasks: https://github.com/Szymon-Gut/KOH
• academia-rl
• projects of supervised in unsupervised learning done for machine learning course on Warsaw University of technology: https://github.com/Szymon-Gut/Introduction-to-Machine-Learning
• predicting prices of Montreal real estates: https://github.com/Szymon-Gut/Warsztaty_Badawacze
• classification based on WSI (whole slide image) in histopathology using active learning: https://github.com/krezelj/wb-active-learning

I am open to new challenges and projects, especially those related to Big Data, data warehouses, data lakehouses, and deep learning. Feel free to explore my repositories to learn more about my skills and experience.

I am eager to collaborate, so if you have an idea for an interesting project, let me know! 🚀

• 📫 How to reach me: https://www.linkedin.com/in/szymon-gut-20354b213/