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ajl2718/README.md

Hello 👋

I am a data scientist and machine learning engineer who applies maths and stats to problems in healthcare. I work mainly in Python and R with occasional forays into SQL via DuckDB.

🔭 Some interests

Applying NLP models (various incarnations of BERT, LLMs and simple rule-based algorithms) to messy clinical data; Data linkage using DuckDB; Cancer risk prediction models; Developing tools that assist data scientists

🔧 Technologies

Python • R • SQL; ML frameworks: PyTorch, Hugging Face; Cloud and ML deployment: Databricks, Pyspark, Azure, RunPod; Dev: VS Code, uv, GitHub, Quarto

⛰️ Other activities

Exploring mountains and hiking trails in various parts of the world; Books and documentaries; Riding my bike; Cooking experiments

📫 Contact

Pinned Loading

  1. whereabouts whereabouts Public

    Fast, accurate, open-source geocoding in Python

    Python 73 11

  2. python_learning python_learning Public

    Notebooks summarising some things I have learnt (python, stats, ml, algorithms)

    Jupyter Notebook

  3. ajl2718.github.io ajl2718.github.io Public

    HTML

  4. blog blog Public

    CSS