Should I ask same person for referral as last time (Final round rejection at McKinsey)

Hi, A bit of background: I unsuccessfully applied for the BA position at McKinsey London in 2022. I had a referral from a London-based EM at the time. Now that I am applying again after 2 years, I was wondering if it is a good idea to ask the same person for a referral. They are an Associate Partner now. Will it work against my favour to have the same referee from the previous unsuccessful application? I am concerned I might not even get invited to interview.

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