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victornemeth/README.md

Hey there, I'm Victor

I'm a Belgian bioengineer and PhD student at Ghent University, interested in understanding bacteriophages and applying that knowledge to phage therapy. I am optimistic that advances in AI, protein language models, protein modelling, and hyperdimensional computing can help bridge some of the current weaknesses in phage therapy.

Current Projects

Phage proteins and phage therapy

  • PhaRBP — Phage Receptor Binding Protein Discovery Platform
    Building PhaRBP as a database and platform to collect, classify, annotate, and explore phage receptor binding proteins from various sources. The goal is to standardise RBP annotation and make phage host-recognition data easier to search, compare, interpret, and reuse.

  • Tail Fiber / Tailspike Detection Tools

    Developing tools to identify and classify phage receptor binding proteins, with a focus on tail fibers and tailspikes. I am exploring how protein language models, protein modelling, and other computational approaches can help improve detection and functional interpretation.

  • SpikeSplit
    Working on a model that splits tailspike proteins into N-terminal, central, and C-terminal domains, helping make their modular architecture easier to study and compare.

Tools for biologists and bioinformaticians

  • ProteinTinder

    Building an easy-to-use protein annotation platform to simplify the manual curation of protein structures and domains. The goal is to make visual inspection and annotation faster, more intuitive, and easier to track and share.

  • ProteinVerse

    Developing an immersive mixed reality environment for exploring protein structural diversity, similarity relationships, domain architecture, and protein features in 3D.

Pinned Loading

  1. ProteinTinder ProteinTinder Public

    Interactive webapp for Annotating Proteins

    HTML

  2. PhageSearch PhageSearch Public

    The Phage Protein Search Engine is a tool designed to gather host-specific phage protein data.

    JavaScript 4

  3. dimiboeckaerts/PhageRBPdetection dimiboeckaerts/PhageRBPdetection Public

    Detection of phage RBPs based on protein domains and machine learning

    Jupyter Notebook 33 3

  4. ArcInstitute/evo2 ArcInstitute/evo2 Public

    Genome modeling and design across all domains of life

    Jupyter Notebook 3.9k 501

  5. evo2apptainer evo2apptainer Public

    Singularity (apptainer) container to run evo2

    8

  6. RBPdetect2 RBPdetect2 Public

    Phage RBP classifier

    Jupyter Notebook 3