Hey there,
I'm Murto Hilali.
UWaterloo Biotech/Economics grad interested in tech, compbio, proteins, and ML. Building tools for the future of biology.
Projects
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How I found 71 natural alternatives to a $200 million drug
A step-by-step drug discovery and AI virtual screening project done from my laptop
Benchmarking 4 AI Models On A Custom PepPI Dataset
Assembling four different ML/DL models to compare performance on identifying peptide-protein binding sites.
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
A web app that checks the validity of linked sources in documents and webpages.
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
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.