Murto Hilali - Compbio, tech, proteins, and more.
Hey there, I'm Murto.
I'm a Biotech/Economics student @ UWaterloo interested in tech, compbio, proteins, and ML.

Projects & Posts

How I Built A Custom Protein-Binding Dataset for Machine Learning

How I Built A Custom Protein-Binding Dataset for Machine Learning

A walkthrough on building an ML-friendly dataset with code, data visualizations, and cited sources.

Hyperjudge: Source-checking tool for doc validity

Hyperjudge: Source-checking tool for doc validity

A web app that checks the validity of linked sources in documents and webpages.

Predicting the Effect of Mutations on PPIs Using AlphaFold

Predicting the Effect of Mutations on PPIs Using AlphaFold

How I used AlphaFold-Multimer, XGBoost, and 47,000 SLURM jobs to predict PPI outcomes with 91% AUC

Co-authorship in Nature Genetics with SickKids

Co-authorship in Nature Genetics with SickKids

Part of my work at SickKids contributed to a research paper in Nature.

VICI: in silico controls for PPI variants

VICI: in silico controls for PPI variants

An open source command line tool to find P/LP and B/LB controls to test AF-M using PIONEER.

DAMIA: Disease-Associated Missense Interactome Analysis

DAMIA: Disease-Associated Missense Interactome Analysis

Pipeline and command line utility for analyzing missense variant protein-protein interfaces in silico.

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