 All right. Steven, I'm going to steal a little bit of time from your Q&A just to say a word of thanks for the conference. I'd like to thank all of us. I'm Zainab. I'm the co-founder of Hasgeek and the organizer of the Fifth Elephant. I want to take this opportunity to thank a lot of people who have played an important role in putting this conference together. First of all, the Hasgeek crew has been working relentlessly for one and a half months to put this conference together. Conference organizing is very hard. I have been writing about it endlessly on my blog, and I can assure you it's very hard work, but it's very rewarding to hear from participants that they enjoy the conference. They like the food. They like the talks. And we are always open to good feedback and bad feedback. So please do tweet out to us on Hasgeek, on AdRate Hasgeek, AdRate Fifth Elephant. Tell us what you think worked for you, what you think didn't work for you, and what you'd like to see differently next year. Apart from that, I'd like to thank a whole battery of volunteers who have been working endlessly for the last three days. Some of them have not slept all three nights, and they've been trying to do everything to make sure that this conference is a smooth experience for all of you, making sure that registration is working, making sure that video is working, making sure that you have the videos next week, or rather, like, tomorrow morning put online, and doing a whole lot of things that are visible and invisible. I'd like to thank all the volunteers, and would really appreciate if you put a hand together for all of them. And not taking too much time, but just two minutes more, I'd like to obviously thank all our sponsors for making this event possible. But most importantly, I'd like to thank all of you for coming and making this event possible. You are always our biggest sponsors. And you really make this event happen, and we are always very happy to have you, and we are always very happy to hear feedback. Just one last point. I have a very special word of thanks for Shashi Gowda. Can Shashi please come on stage here? Shashi has been instrumental in conceptualizing this conference this year. The way Hasgeek conferences run, including the Fifth Elephant, is we try to ensure that the participants' interests are always foremost for us, and therefore our goal is always to put together a conference which has very good content. We're always struggling to ensure that you get the best talks because that's what you come here for, and obviously you come here to have great conversations. Shashi played the most pivotal role in putting together the theme for this year, considering all the feedback that we got from the last three years. And this year for the first time, we've had some really interesting, good, and bad talks in machine learning on data science. And despite all the difficulties and all the traveling schedules, he's really put, he's really done a great job in getting a great CFP out. And of course, like we've been working both of us relentlessly for like three weeks to try to ensure that, you know, selections are done. We had 87 proposals this time, and it was so hard for us to make a choice. I'd also like to thank Shailesh Kumar who was here this morning, Govind Kanchi, Viral Shah, Gopal, and a bunch of the other editorial panel members from last year who played a very important role in advising us and reviewing our decisions. Obviously, we will make bad decisions. Obviously, we will make wrong decisions. But our goal is always to try and put great content for you. I will be writing a blog post tonight and sharing it with all of you on Monday in terms of what it takes for us to curate talks and how hard it is to get good content. But we are always learning. This is the first time that we've done rehearsals with speakers. Steven excluded. And we're hoping that it pays off and we're very happy to hear feedback from you. One round of applause for Shashi. You can say it at the end. But, okay, thanks, I'm glad it's over. Well, that's a big reveal. I mean, yeah, thanks.