While such people may exist at Intel, it's not at all the norm, and to be frank, doesn't improve your chances of getting a job there.

(Worked at Intel and along with fab/process folks for a bunch of years).

Just do a PhD in electrochemical engineering and be done with it. Aren't there labs that focus on chip manufacturing and would allow students to work on the intersection?