There's an organisation in Clapham Junction called SEN Talk that runs a youth club for teenagers with ASD. It might be worth having a look at what they offer.
For girls, there is an informal social group running locally for girls with neurodevelopmental diagnoses including ASD and ADHD. You can contact them on
lavender4ndg@gmail.com - there's a meet up in Balham this month.