Hey there, I'm Murto.
I'm a Biotech/Economics student @ UWaterloo interested in tech, compbio, proteins, and ML.
Projects & Posts
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
How to Win a Case Competition in 7 Hours
Competing in and winning my first ever business innovation case competition.
Interview with UWaterloo About International Co-op
Got to do a profile for my University Science & Business department about doing computational chemistry research in Singapore.
PepBDB-ML Benchmark: ML vs CNN for Binding-Site Detection
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.