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HubertR21/README.md

Hello there 👋

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 hruczynski21@interia.pl, or LinkedIn profile https://www.linkedin.com/in/hubertr21/,
  • ✔️ You can browse all the projects, presentations, papers, certificates, etc on this repository.

My current skills 💪

  • 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.

GitHub stats

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My projects

Feel free to browse my projects ⬇️ 📦

Pinned

  1. forester forester Public

    Forked from ModelOriented/forester

    Trees are all you need

    R

  2. ModelOriented/FairPAN ModelOriented/FairPAN Public

    R 7 3

  3. ModelOriented/AI-strategies-papers-regulations-monitoring ModelOriented/AI-strategies-papers-regulations-monitoring Public

    Monitoring of AI strategies, papers, and regulations

    Jupyter Notebook 7 3

  4. Hubert-Ruczynski-Projects Hubert-Ruczynski-Projects Public

    Dashboard przedstawiający sytuację pandemiczną w Polsce

    HTML

  5. 2021L-WB-Book 2021L-WB-Book Public

    Forked from mini-pw/2021L-WB-Book

    TeX

  6. mini-pw/2021L-WB-Book mini-pw/2021L-WB-Book Public

    TeX 4 54