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chmcbs/README.md

Charlie McCormick-Barnes

Python PyTorch FastAPI Docker PostgreSQL Snowflake Databricks MLflow Hugging Face

Featured projects:

  1. ResearchPigeon — Personalised daily arXiv digest with feedback-driven ranking and LLM summaries (recommender system)
  2. HeadCount — Counting wheat heads in field images with semantic segmentation and a distance transform (computer vision)
  3. chinese-noun-embeddings — How the encoder transformers BERT and RoBERTa organise Chinese nouns (embeddings)
  4. Bolongo — Chatbot for Old School RuneScape using intent classification and template-based responses (NLP)

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  1. HeadCount HeadCount Public

    Semantic segmentation model for counting wheat heads in field images, using distance transforms and peak detection to resolve individual heads in dense canopies.

    Jupyter Notebook

  2. chinese-noun-embeddings chinese-noun-embeddings Public

    Embedding analysis showing that the encoder transformers BERT and RoBERTa organise Chinese nouns by word length before meaning.

    Jupyter Notebook

  3. Bolongo Bolongo Public

    Chatbot for answering tree farming questions in Old School RuneScape, using intent classification and template-based responses.

    Python

  4. RuneSync RuneSync Public

    RuneScape-themed fitness dashboard with live weather, in-game news, and item price tracking.

    Python 1