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carlacodes/README.md

about me

I'm a Machine Learning Researcher at Eigen Technologies (now the London office of Sirion). Previously, I was a Research Fellow in the O'Keefe Lab (Sainsbury Wellcome Centre). I completed my PhD in the Bizley Lab (UCL Ear Institute), where I TA-ed for Web Development and Software Engineering within the UCL CS Department. My research interests are changing as I transition into an industry researcher role; I'm most interested in generalisation in all of its forms, and that looks like right now developing adaptable, robust LLMs to summarise large bodies of text. This profile contains my public work and old work when I was in academia.

In my PhD/post-doc I studied:

  1. applying machine learning techniques to solve neuroscience problems and improve artificial neural networks (esp. w.r.t. spatial navigation and sensory perception)
  2. developing software for neuroscience research, particularly for spike sorting and classification 🧠 📊

Feel free to reach out via email if you have any questions about my work or check out my personal site in my profile!

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  1. boostmodels boostmodels Public

    gradient-boosted regression and decision tree models on behavioural animal data (PLOS Computational Biology, doi: https://doi.org/10.1371/journal.pcbi.1011985)

    Python 3

  2. neuraldecoding neuraldecoding Public

    scripts used for neural decoding of single and multi unit auditory cortex data

    Python 2 1

  3. createmyneuralFRA createmyneuralFRA Public

    A one stop repo for creating a frequency response area plot entirely in Python

    Python 1

  4. neuroncombine neuroncombine Public

    sandbox code for combining and performing data analysis on multi unit spike responses over long time spans

    Python

  5. neuropixels_sort neuropixels_sort Public

    python code for running NP (multi-shank) spike sorting on a linux-based SLURM cluster

    Python 1

  6. adversnoise adversnoise Public

    PyTorch implementation of projected gradient descent (PGD) adversarial noise attack

    Python 1