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unic0rn9k/README.md

πŸ‘‹ I'm Aksel β€” a 23-year-old ML & Data Science student at the University of Copenhagen, working part-time with forecasting.

Some projects, roughly ordered by how interesting I think they are:

  1. Training a BERT model from scratch β€” comparing trade-offs with a fine-tuned baseline
  2. Transformer decoder with backprop in pure Julia β€” no ML libraries, standard library only
  3. Transformer decoder in PyTorch β€” BPE implementation and tiny-shakespeare rambling
  4. PDF annotation label prediction in Julia β€” KNN and graph embeddings
  5. Reverse-mode autodiff graph in Rust β€” using Generic Associated Types
  6. Minimax Chess AI in Rust β€” with JS frontend and WASM (group project)

Always happy to chat about ML theory, data science, or the occasional Rust rabbit hole.

πŸ“¬ unic0rn9k@protonmail.com | πŸ–‡οΈ linkedin.com/in/unic0rn9k

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  1. sebberas/chess sebberas/chess Public

    Rust 8

  2. fourier-notebook fourier-notebook Public

    Notebook about fourier transformations, written in rust.

    Jupyter Notebook 2

  3. wowitsaraytracer wowitsaraytracer Public

    Wow. It's a --raytracer-- raymarcher!

    Rust

  4. slas slas Public

    Static Linear Algebra System

    Rust 37 1

  5. dsv_recruitment dsv_recruitment Public

    HTML

  6. shakespeare_from_scratch shakespeare_from_scratch Public

    Trying to build a transformer using AD, and train it on tiny shakespear, completely from scratch

    Julia 2