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chmcbs/README.md

Charlie McCormick-Barnes

ML Engineer @ Unilever

Python PyTorch FastAPI Docker Databricks MLflow Hugging Face

Featured Work:

  1. HeadCount — DeepLabV3+ segmentation for wheat head counting (computer vision)
  2. Bolongo — NLP chatbot with intent classification and automated training data generation
  3. chinese-noun-embeddings — Transformer embedding analysis and clustering for semantic structure

Currently...

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  1. HeadCount HeadCount Public

    Semantic segmentation model for counting wheat heads in field images, designed for yield estimation, flowering time detection, and field maturity assessment.

    Jupyter Notebook

  2. Bolongo Bolongo Public

    Template-based NLP chatbot for Old School RuneScape that provides accurate answers to natural language questions about tree farming.

    Python

  3. chinese-noun-embeddings chinese-noun-embeddings Public

    Explores how transformer encoders represent Chinese nouns, showing morphology dominates over semantic categories.

    Jupyter Notebook

  4. arXivAssistant arXivAssistant Public

    Daily digest for arXiv papers, with LLM summaries and preference learning from user feedback.

    Python