portfolio

Selected projects, research outputs, and presentations from my PhD and MSc work, focused on bioinformatics, data science, machine learning, and cancer genomics.

projects
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Paralog Interaction Browser
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Random Forest classifier to identify genetic interactions

PhD project code for predicting cell line specific synthetic lethality between paralog pairs
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Identify druggable synthetic lethal paralogs

PhD project code for systematically identifying approved small-molecule drugs associated with synthetic lethal paralogs
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Systematic enrichment of protein stability datasets

MSc thesis code for rebalancing protein-stability datasets to reduce bias in ΔΔG predictors (JCIM 2022)

presentations
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Short talk

CRISPR and Beyond — Perturbations at Scale to Understand Genomes, Wellcome Genome Campus, 2025

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Short talk

Data Science for Planetary and Human Health, Novo Nordisk Foundation Science Cluster, Copenhagen, 2024

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Poster presentation

CRISPR and Beyond — Perturbations at Scale to Understand Genomes, Wellcome Genome Campus, 2024

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Poster presentation

1st European Cancer Dependency Map Symposium, Human Technopole, Milan, 2023