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JosephWGLee/README.md

  • 🔭 I am a scientist with a background in wet-lab antibody and TCR therapeutics. My interests are in applying machine learning to accelarate structural biology and drug design.

  • 🌱 Previous work includes optimising a Bayesian Machine Learning approach for modelling gene expression time series under the supervision of Professor Magnus Rattray, and stress-testing machine-learning based predictive ligand binding in low-homology contexts under the supervision of Professor Simon Lovell.

  • 📫

  • LinkedIn: https://www.linkedin.com/in/joseph-lee-0aa0b6208/

  • email: josephwglee@gmail.com

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  1. qsar-lite qsar-lite Public

    Prediction of small molecule solubility from chemical structure using gradient boosted trees

    Jupyter Notebook 1

  2. Python-Proteome-Analysis-Pipeline Python-Proteome-Analysis-Pipeline Public

    Python-based proteome analysis pipeline including ORF prediction, peptide digestion, mass analysis, and ion statistics calculation.

    Python 1