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arturofredes/README.md

👋 Hi, I'm Arturo Fredes

Physicist · Mathematician · ML Engineer · Researcher

Website GitHub LinkedIn Google Scholar ORCID

ML Engineer and researcher working at the intersection of AI and scientific application. Interested in LLM evaluation, computer vision, causal inference, and bringing research ideas into production. Currently at Multiverse Computing.

Interests:

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  1. LLM-4-CFs-Explanation LLM-4-CFs-Explanation Public

    Here I share the code developed for my thesis for the MSc in Fundamental Principles of Data Science at Universitat de Barcelona. Presented @ KDD2024: 2nd Workshop on Causal Inference and Machine Le…

    Jupyter Notebook 2

  2. Master-FPDS Master-FPDS Public

    Work I did for my Master's of Fundamental Principles of Data Science at Universitat de Barcelona

    Jupyter Notebook

  3. rnn-chaotic-timeseries-applications rnn-chaotic-timeseries-applications Public

    In this bachelor thesis a study on how recurrent neural networks perform forecasting future steps of time series will be made, working with different sets of data of increasing complexity.

    Jupyter Notebook 2

  4. LLMilo LLMilo Public

    An LLM-powered Telegram bot that divides and tracks household chores — named after Milo, the family dog.

    Python

  5. TensorTonic-Solutions TensorTonic-Solutions Public

    My solutions to TensorTonic problems

    Python

  6. TES-design-fabrication TES-design-fabrication Public

    Physics Bachelor Thesis