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ludekcizinsky/README.md

Hi there πŸ‘‹

My name is Ludek and I am primarily interested in the development of state-of-the-art methods in the machine learning field.

Here are some of the most relevant projects I have done in the past:

  • πŸ”— / 2024 / Size Does Not Matter: A Data-Centric Approach to Fine-Tuning Phi3-mini
  • πŸ”— / 2023 / Benchmarking SOT Feature Transforms for Biomedical Few-Shot Learning Tasks
  • πŸ”— / 2023 / Advancing Homepage2Vec with LLM-Generated Datasets for Multilingual Website Classification
  • πŸ”— / 2023 / Evaluating Taste Consensus Among Beer Reviewers: are beer descriptors specific to the given beer type?
  • πŸ”— / 2023 / Prediction of movement based on sEMG signal data
  • πŸ”— / 2023 / Mutagenicity prediction using Graph Neural Networks
  • πŸ”— / 2023 / Co-founded first AI organisation at ITU and wrote several blog posts about SOTA papers (LLaMA, MarioGPT, ...)
  • πŸ”— / 2023 / Designing Zelda game levels with the help of Neural Cellular Automata
  • πŸ”— / 2022 / Implementation of common ML algorithms from scratch
  • πŸ”— / 2022 / Power production prediction based on time series data
  • πŸ”— / 2022 / Personal marathon race data visualisation using Plotly and Dash

I have been also a Teaching Assistant in several courses, you might find useful the following materials:

  • πŸ”— / 2022 / Notes and detailed solutions to all Machine Learning exercises
  • πŸ”— / 2022 / Notes and detailed solutions to all Linear Algebra and Optimisation exercises

Popular repositories Loading

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    Educational machine learning library.

    Python 2

  2. marathonviz marathonviz Public

    Visualisation of my latest marathon effort. (CPH marathon 2022)

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  3. itu-fyp itu-fyp Public

    First Year Project (Spring 2021)

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  4. emg-signal-movement-clf emg-signal-movement-clf Public

    Movement classification from sEMG signals across different subjects.

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  5. aoc aoc Public

    Advent of code problems solutions.

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  6. kattis kattis Public

    Kattis problems solutions.

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