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Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: YOLO

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BlakeJC94/README.md

👋 About Me

I'm a mathematician and machine learning engineer, focused on building robust, data-driven systems for medical applications. My work spans applied ML, statistical modeling, time series segmentation, and software infrastructure for data-heavy applications. I enjoy designing tools that are not only effective but also maintainable and intuitive to use.

🔗 Blog: https://www.probableodyssey.blog/ — I write about machine learning, software engineering, and the occasional mathematical curiosity.

🔧 Tools & Interests

  • 🧠 Machine Learning · 🔍 NLP · 📊 Time Series · 🖼️ Image Analysis
  • 🐍 Python · ⚙️ PyTorch · 🐘 PostgreSQL · 🐳 Docker · ☁️ GCP & AWS
  • 📈 Data pipelines · 🧪 Experimentation frameworks · 🛠️ MLOps
  • 🧵 I'm also interested in Julia, dynamical systems, and stochastic processes.

🎯 Currently exploring self-hosted LLMs, privacy-focused ML pipelines, and ways to make scientific computing more efficient and accessible.

📍 Based in the inner city. Powerlifter. Likes chaos (theoretical and practical).

💚 Charity Support

I’m proud to support ALS Therapy Development Institute (ALS TDI), a global organization dedicated to ALS drug development and open research. All of my public code is free to use. To show your appreciation, consider sending a donation.

👉 Learn more or contribute here: https://www.als.net/

🚀 Notable Projects

  • nfm-param-ranking - Julia implementation of a random forest approach to ranking parameter importance in a neural PDE, adapted from Ferrat et al. 2018
  • vim-chat - Asynchronous AI chat in Vim
  • vim-sage - Reminder system from your .vimrc comments
  • tuner - A web app using a vector database to match peoples music taste
  • vim-convict - Conventional commits extension for vim-fugitive
  • foxtail - Query and post about recent bookmarks in Firefox
  • torchaudio-filters - Highpass and lowpass filters using torchaudio
  • pandas-intervals - Pandas extension for vectorised operations on tables of intervals
  • quaker - Simple Python wrapper for USGS API
  • sudoku-py - Sudoku generator and solver
  • captioneer - Generate captions for a collection of images

Pinned Loading

  1. vim-chat vim-chat Public

    An asynchronous AI chat interface

    Vim Script 5

  2. pandas-intervals pandas-intervals Public

    Pandas extention for Dataframes of intervals

    Python 1 2

  3. quaker quaker Public

    Lightweight python API to USGS earthquake dataset

    Python 3 1

  4. vim-convict vim-convict Public

    Conventional commits for fugitive.vim

    Vim Script 1

  5. tuner tuner Public

    An application to find other spotify users with similar music tastes

    Python

  6. nfm-param-ranking nfm-param-ranking Public

    Random forest approach to ranking parameter importance in a neural field model, adapted from Ferrat et al. 2018

    Julia