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kateincoding/README.md

Hi there πŸ‘‹ I'm Katherine Soto β€” Machine Learning Engineer & AI Safety Researcher

Coming from 5 years of experience being a Tech Leader & Software engineering

🌐 Portfolio: kateincoding.github.io/kateincoding

Brief:

  • πŸ”¬ Currently researching AI safety β€” building red-teaming agents and using mechanistic interpretability to detect multi-turn jailbreak attacks on LLMs.
  • πŸŽ“ Pursuing an MSc in Data Science (La Salle β€” Universitat Ramon Llull), with a thesis on interpretability in multi-turn jailbreak attacks.
  • πŸ€– Working as a Machine Learning Engineer β€” production ML systems, data pipelines, and full-stack development.
  • 🌱 Interested in interpretability, LLM evaluation, red-teaming, and trustworthy ML.
  • πŸ’¬ Ask me about starting a career in tech or moving from engineering into AI safety research.
  • πŸ“« How to reach me: @kateincoding on twitter or on my medium!
  • Languages: Python, C, JavaScript, NodeJS, SQL
  • ML/Data: PyTorch, Polars, H2O AutoML, mechanistic interpretability
  • Backend Frameworks: JavaScript -> [Nodejs, express, nest], Python -> [flask, django]
  • Frontend Frameworks: React, Vuejs
  • Cloud: AWS <3

My github stats

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  1. hodor hodor Public

    scrapping project

    Python 1

  2. simple_shell simple_shell Public

    Programming a shell project using C language

    C

  3. fdf fdf Public

    Forked from AndreIglesias/fdf

    3D representation of a landscape

    C 1

  4. ft_printf ft_printf Public

    printf with flags, witdh, wildcard & precision

    C 4

  5. sorting_algorithms sorting_algorithms Public

    Project about sorting algorithms and Big O

    C 2 1