 Good evening. My name is Dipanjan. I'm a faculty at Indian Institute of Science. I'm here on behalf of the team, Bhutesh and Aditya, are the developers. So what this is is, it's called our AM, right? Yeah, sure, right? So AM in Sanskrit means town, so it's like our town. The motivation behind it is it's based on like the concept of the tipping point, like popularized by Malcolm Gladwell. So what's the tipping point? Tipping point means a small action, giving rise to a big change, right? So here, so when I go to work, for example, on my route, I see in one place, I see some garbage location, right? And I don't, what are my options? I can post it in a complaint forum for the government to take care of it, or I can go to urban ladder, sorry, ugly Indian, for example, but they have a lot of things to take care of, right? So I see that I don't do anything about it. Similarly, people crossing that road are also seeing that they also think that they are the only person affected. So this is an app that, you know, what you can do here, you can see here right now, we monitor garbage, street lights, and adopt a park, and it's available on Google Play since yesterday, so it's been a long time. So you can go here and say, do something about it, and it directly takes you to the screen and you can say, let's say, clean your neighborhood, and you can just take a picture, for example. Right, so it gives you an option of reporting, you know, pledging 100 rupees, or you know, report you're concerned or cancel, and right now I'm going to do cancel, right? So for example, if you go to this one, you can see on this one, the cost of cleaning this thing up is, let's say 10,000, keeping this clean for three months, let's say it's 10,000, right? And a few of us use this, 11 people interested in this already 1,100 rupees, right? So once this reaches that tipping point of the cost of actually doing that thing, then this can be completed, right? So we are right now not associated with any government organization, but maybe we have a proposal out to them and we're working towards that, yeah. So that's what I encourage you to use this app, it's uploaded, it's buggy, we're gonna put in some, we have good designers, but time has been short, but we're going to maintain this and try to keep it bug-free, yes, but I have to talk about it. Any questions? Autumn. A, U, R, hour, U, M, our arm, right, our arm, yeah. Are you making the data publicly available? Well, the data is available, data means all the locations, so what this app uses is the GPS, and the camera, right? So I also wanted to talk, so in short, the data is completely public, right? So if you click on that, you can get a list of people who are affected by that, et cetera, right? And in terms of the technology used in this, right now we have a very thin client, right? Everything is based on AWS, we have Nginx as the load balancer, Django Proxy, S3, similar to Instagram, because our thing is mainly image-intensive, right? So it's Instagram-based, and the biggest, I think, the biggest technology here is the binning concept, right? So for example, several different phones, if you look at it, typically they say that GPS is three meter across three meter, right? So that's from here to there, right? That's a very good bin, but typically when we tried out with different phones, we found out that it's like 60 meters away, right? So we are trying to use all this information images as well as the location to bin them together. If you can't bin, then we can't find the group that can solve the problem. Okay, is it native? This is right now native, so native that it's not available in iOS and Windows. Okay, so I just recommend one thing. I would recommend you to use OpenSeat Maps, if possible, so that you can ask your users to contribute back to the OSM, I mean, they are reporting, right? So even a streetlight reporting is good for the improvement of maps. I mean, people will know a lot about OSM. Thank you, thank you for your suggestion. I also ask Aditya to contact you and get more details about it, yes. Well, right now, for example, for, you know, we have three options, right? Garbage and Park, Cleaner Park and streetlights. For streetlights, we don't have any pledge because we are, you know, it's for somebody, you know, if he employs somebody to clean, you know, to set up the light, it'll be a problem, right? But there are many private parties in terms of cleaning up. So once, you know, we have talked to them, they have said that cleaning this area would take, you know, 10,000 rupees, cleaning it for three months, keeping it clean for three months, after that it becomes a new issue. So once this, so we don't take any credit card information or all that right now, we collect the money only after the tipping point has been reached, right? So till, you know, it's a one-poster, a two-poster, we don't collect any money. Once the tipping point has been reached, action can be done, then the money is collected and given directly to the private party to clean it up. Well, manually, right now, so we, you know, this is one day old, right? So right now, net banking is one way we are thinking about, right? Security is a big option, you know, big concern in that case. So in the first few cases, you know, some of the students will come and take the money from you. Okay, do you have a suggestion like one that you'd like? Okay, I'll come and talk to you. Thank you, Professor.