I’m @HubertR21, also known as Hubert Ruczyński

• 👨🏻‍🎓 I've got my Bachelor Degree in Data Science at Faculty of Mathematics and Information Science, Warsaw University of Technology in 2023,
• 👨🏻‍🎓 I’m currently pursuing Master's Degree in Data Science at Faculty of Mathematics and Information Science, Warsaw University of Technology, and I'll graduate by the enf of June 2024,
• 👀 I’m interested in AutoML, Natural Language Processing (NLP), Data Visualization, Machine Learning Algorithms, fairness, and eXplainable Artificial Intelligence (XAI),
• 📓 My main points of interest are AutoML, and NLP,
• 🔎 For two and a half years I've been working scientifically as a researcher at MI^2 DataLab and participated in 3 major studies / projects (fairPAN, forester, ATLAS),
• 🔎 Currently I'm still pursuiing the possible research and development topics connected to forester,
• 🔎 During the summer 2023, I've got a grant from CyberSummer@WUT-3 initiative for studies, and improvements of forester package,
• 📊 I've been teaching Data Visualization Techinques (DVT), and Exploratory Data Analysis at Faculty of Mathematics and Information Science for last 2 years,
• 📦 I'm an R enthusiast and I love developing R packages (browse fairPAN and forester below),
• 👓 I also enjoy spreading the knowledge, so I've participated in 8 Machine Learning Conferences (WhyR? Conf, Coseal x 2, MLinPL x 3, Ghost Day, AutoML'23),
• 📑 In 2023 the paper about forester package, titled 'forester: A Novel Approach to Accessible and Interpretable AutoML for Tree-Based Modeling' got accepted at AutoML'2023 Conference: https://openreview.net/pdf?id=Q3DWpGoX7PD,
• 📑 Currently, the NLP related, ATLAS project paper titled: 'Big Tech influence over AI research revisited: memetic analysis of attribution of ideas to affiliation' is under review to Journal of Informetrics,
• 📑 Another 2 papers regarding the forester project are in progress,
• 📫 You can reach me via my email address [email protected], or LinkedIn profile https://www.linkedin.com/in/hubertr21/,
• ✔️ You can browse all the projects, presentations, papers, certificates, etc on this repository.

• Highly advanced knowledge of R: Package development, AutoML, Data Visualization, Neural Networks, ML, XAI, Fairnesss, Reporting, Statistics, Statistical Learning, Interpretability, Shiny Apps, Network Analysis,
• Advanced knowledge of Python: AutoML, ML, Data Visualizations, Data Preparation and Preprocessing, NLP, Neural Networks, Deep Learning, Bioinformatics, Voice Detection and Analysis,
• Basic knowledge of Java including JavaFX,
• Good knowledge of SQL,
• Fluent usage of versioning systems, such as Git,
• Advanced mathematic skills in matematical analysis, algebra, statistics, theory of probability, discrete mathematics, stochastic processes,
• High organizational skills and usage of appropraite tools: Notion, Slack, MS Teams,
• Experience (3 years) of working in research projects: reading and presentation of articles, designing and conducting own studies, wirtting research papaers, presenting the results on international conferences (presentations, posters, etc.),
• Ability to work in scrum,
• Good knowledge of paradigms, and experience of working and designing the relational, andnote relational databases,
• Good knowledge and experience of working with Business Intelligence (PowerBI), Big Data (Apache projects), and Cloud Computing (AWS) systems,
• Experience of working with remote machines/supercomputers (Eagle, Eden, PLGrid) with SLURM system,
• Basics of C++, matlab, Excel, Access, Word,
• Basic knowledge of Quantum Artificial Intelligence,
• High level of English around C2 level.

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Feel free to browse my projects ⬇️ 📦