 So I'm Molly, I'm the AMIA campus recruiter for both Citadel and Citadel Securities. Amplify Me's partnership started with Citadel back in 2020 in London initially and then expanded into our global regions across America and APAC. So Citadel and Amplify Me work together to attract junior talent mainly for our trading and investment pipeline. We do this by running trading simulations for our internships and also we run external recruiting events to attract that you know kind of talent that want to break into the trading industry. Working with Amplify Me has always been a very seamless experience. We run Amplify Me events every summer during our internship program. At Citadel we always trust Amplify Me to provide the best learning experience for our interns and external candidates. We have a very high standard because Amplify Me provide that you know simulation experience. They get the thrill of what it's like to be a trader. They really enjoy it. After every Amplify Me event we in the recruiting team get access to all the results and data for each individual candidate. Looking at this data we're able to identify who are the strongest performers and hence us make more informed decisions that are hiring needs. The trainers at Amplify Me are brilliant. They provide like a very in-depth experience but at the same time they're fun. Students love them you know they make it a really enjoyable experience. We recognise that people come from all different degree backgrounds and different universities. We don't just want to attract students with you know the strongest mathematical skills the strongest technical skills while those are obviously extremely important we also do want to attract students who have a genuine passion for markets. Citadel's partnership with Amplify Me has been extremely beneficial to date in building out our pipeline for investment in trading. From previous simulations with Amplify Me we have made some fantastic hires into our internship program. The partnership overall has just been a great success.