Hi @vrishank97,
Have you had a look at the other related gsoc2018 post on the discourse here?
I think @twiecki could be a mentor for the time-series models. But we dont know yet how many student slots we are going to get. For now, if you are interested, try to follow the suggestions in other post: getting to know the pymc3 code base, get familiar with theano, etc.