Personalisation starts with the invitation: send a personal message explaining why this person in particular has been invited.
During the event, deliberately pair up conversation partners and tailor the programme to the group. With the food, account for personal preferences. Afterwards, send a personal follow-up referring to the conversation you had.
These details are doable with twenty guests. With two hundred, they're not. Read more in our article on organising a small-scale event.