That is more possible, both because of timing and symptoms. It's not certain (or even most likely) to be COVID-19, but is worth checking out.
Given things like this:
https://www.bbc.co.uk/news/world-us-canada-52385558
if someone _died_ on 6 Feb, they were infected in mid-late January.