I would potentially be interested in contributing to this. One of the approaches I have thought would be beneficial is to generate probabilities of a slide occuring on a given slope using snow profiles as features in the model. Here we have the Utah Avalanche Center who go visit slides and generate snowpack reports like this: https://utahavalanchecenter.org/avalanches/37960
There are also a bunch of other snow pits dug with reports on slopes where a slide didn't occur. I would be neat to be able to plug in a slope (aspect, pitch, elevation, wind loading, etc) and have a red/yellow/green generated. The problem I ran into was obtaining the data - it all looks to be stored in random places.