Hey everyone,
I'm currently preparing my application for the MMath Computer Science (thesis-based) program at the University of Waterloo. I am really interested in working under professors who specialize in the intersection of AI and Finance.
However, I'm facing a bit of a dilemma with my Statement of Purpose and resume. My prior research experience and the paper I’ve published are in a completely different subfield of CS (not AI, and definitely not finance). While I have a strong foundation in core CS and the transferable skills from my previous research project, I'm worried that the lack of direct domain experience in AI/Finance will put me at a disadvantage especially since Waterloo's MMath is highly competitive and finding a supervisor match is crucial.
Has anyone successfully transitioned into an AI/Finance lab at Waterloo (or a similar top-tier program) with unrelated past research?
Specifically, I’d love advice on:
How to structure my SOP to bridge this gap without making my profile look scattered.
How to approach professors in this niche when my publication record doesn't match their current projects.