Hello there!

I am a PhD student at the University of Cambridge (edit: thesis defended and looking for a job!). I work on deep learning with graph-structured data, mostly within biomedical contexts but also in many others! I like thinking about,and working with, complex and dynamic systems at various scales.

• I am currently doing things with multi-omics data, relational deep learning, and networks for work/research. For fun, I am currently studying generative modelling and multi-agent systems.

• 🌱 I’m currently working on PyRelational, a one-stop shop for constructing active learning pipelines.

  • PyRelationAL supports:
    • Construction of complex active learning pipelines
    • Development of novel acquisition functions / strategies / batching methods
    • Works with all your favourite ML frameworks and none as well
    • Interfacing with other AL packages

• I also work in a much less frequent manner on:

  • Geo2DR: A library for learning distributed representations of graphs!
  • Pytorch Geometric Temporal: A dynamic graph representation library!

• 📫 How to reach me:

  • twitter: @paulmorio
  • linkedin: in/paul-scherer
  • website: Uni-website