WEBVTT 00:00:00.871 --> 00:00:02.173 I was only nine 00:00:02.173 --> 00:00:04.384 when my grandfather first described to me 00:00:04.384 --> 00:00:07.120 the horrors he witnessed six years earlier 00:00:07.120 --> 00:00:09.989 when human stampedes killed 39 people 00:00:09.989 --> 00:00:12.736 in our hometown of Nashik, India. 00:00:12.736 --> 00:00:15.954 It was during the 2003 Nashik Kumbh Mela, 00:00:15.954 --> 00:00:19.450 one of the world's largest religious gatherings. 00:00:19.450 --> 00:00:22.783 Every 12 years, over 30 million Hindu worshippers 00:00:22.783 --> 00:00:24.674 descend upon our city, 00:00:24.674 --> 00:00:27.559 which is built only for 1.5 million people, 00:00:27.559 --> 00:00:29.657 and stay for 45 days. 00:00:29.657 --> 00:00:32.711 The main purpose is to wash away all their sins 00:00:32.711 --> 00:00:35.888 to bathing in the river Godavari, 00:00:35.888 --> 00:00:38.249 and stampedes can easily happen 00:00:38.249 --> 00:00:42.230 because a high-density crowd moves at a slow pace. 00:00:42.230 --> 00:00:46.469 Apart from Nashik, this event happens in three other places in India 00:00:46.469 --> 00:00:48.258 with varying frequency, 00:00:48.258 --> 00:00:50.738 and between 2001 and 2014, 00:00:50.738 --> 00:00:54.867 over 2,400 lives have been lost 00:00:54.867 --> 00:00:57.582 in stampedes at these events. 00:00:57.582 --> 00:00:59.515 What saddened me the most 00:00:59.515 --> 00:01:03.671 is seeing people around me resigning to the city's fate 00:01:03.671 --> 00:01:07.413 in witnessing the seemingly inevitable deaths of dozens 00:01:07.413 --> 00:01:09.523 at every Kumbh Mela. NOTE Paragraph 00:01:09.523 --> 00:01:11.168 I sought to change this, 00:01:11.168 --> 00:01:14.449 and I thought, why can't I try to find a solution to this? 00:01:14.449 --> 00:01:15.961 Because I knew it is wrong. 00:01:15.961 --> 00:01:17.637 Having learned coding at an early age 00:01:17.637 --> 00:01:19.122 and being a maker, 00:01:19.122 --> 00:01:21.806 I considered the wild idea. NOTE Paragraph 00:01:21.806 --> 00:01:23.742 (Laughter) NOTE Paragraph 00:01:23.742 --> 00:01:27.079 I considered the wild idea of building a system 00:01:27.079 --> 00:01:29.353 that would help regulate the flow of people 00:01:29.353 --> 00:01:32.258 and use it in the next Kumbh Mela in 2015, 00:01:32.258 --> 00:01:34.086 to have fewer stampedes 00:01:34.086 --> 00:01:36.461 and hopefully fewer deaths. NOTE Paragraph 00:01:36.461 --> 00:01:38.877 It seemed like a mission impossible, 00:01:38.877 --> 00:01:40.754 a dream too big, 00:01:40.754 --> 00:01:42.764 especially for a 15-year old, 00:01:42.764 --> 00:01:44.924 yet that dream came through in 2015, 00:01:44.924 --> 00:01:49.758 when not only did we succeed 00:01:49.758 --> 00:01:52.527 in reducing the stampedes and their intensity, 00:01:52.527 --> 00:01:55.306 but we marked 2015 00:01:55.306 --> 00:01:57.528 as the first Nashik Kumbh Mela 00:01:57.528 --> 00:01:59.848 to have zero stampedes. NOTE Paragraph 00:01:59.848 --> 00:02:03.397 (Applause) NOTE Paragraph 00:02:05.170 --> 00:02:07.648 It was the first time in recorded history 00:02:07.648 --> 00:02:10.772 that this event passed without any casualties. NOTE Paragraph 00:02:10.772 --> 00:02:12.803 How did we do it? 00:02:12.803 --> 00:02:15.692 It all started when I joined an innovation workshop 00:02:15.692 --> 00:02:18.696 by MIT Media Lab in 2014 00:02:18.696 --> 00:02:20.493 called the Kumbhathon 00:02:20.493 --> 00:02:25.845 that aimed at solving challenging faced at the grand scale of Kumbh Mela. NOTE Paragraph 00:02:25.845 --> 00:02:30.568 Now, we figured out to solve the stampede problem, 00:02:30.568 --> 00:02:32.400 we wanted to know only three things: 00:02:32.400 --> 00:02:36.074 the number of people, the location, 00:02:36.074 --> 00:02:39.738 and the rate of people per minute. 00:02:39.738 --> 00:02:43.891 So we started to look for technologies that would help us get these three things. 00:02:43.891 --> 00:02:46.603 Can we distribute radio frequency tokens 00:02:46.603 --> 00:02:48.605 to identify people? 00:02:48.605 --> 00:02:52.016 We figured out that it would be too expensive and impractical 00:02:52.016 --> 00:02:54.486 to distribute 30 million tags. 00:02:54.486 --> 00:02:58.130 Can you use CCTV cameras with image-processing techniques? 00:02:58.130 --> 00:03:00.173 Again, too expensive for that scale, 00:03:00.173 --> 00:03:03.103 along with the disadvantages of being non-portable 00:03:03.103 --> 00:03:04.781 and being completely useless 00:03:04.781 --> 00:03:05.996 in the case of rain, 00:03:05.996 --> 00:03:09.300 which is a common thing to happen in Kumbh Mela. 00:03:09.300 --> 00:03:12.073 Can we use cell phone tower data? 00:03:12.073 --> 00:03:14.533 It sounds like the perfect solution, 00:03:14.533 --> 00:03:16.059 but the funny part is, 00:03:16.059 --> 00:03:18.608 most of the people do not carry cell phones 00:03:18.608 --> 00:03:21.024 in events like Kumbh Mela. 00:03:21.024 --> 00:03:24.640 Also, the data wouldn't have been granular enough for us. 00:03:24.640 --> 00:03:27.125 So we wanted something that was real-time, 00:03:27.125 --> 00:03:30.441 low-cost, sturdy and waterproof, 00:03:30.441 --> 00:03:33.522 and it was easy to get the data for processing. NOTE Paragraph 00:03:33.522 --> 00:03:36.011 So we built Ashioto, 00:03:36.011 --> 00:03:38.395 meaning "footstep" in Japanese, 00:03:38.395 --> 00:03:40.293 as it consists of a portable mat 00:03:40.293 --> 00:03:42.550 which has pressure sensors 00:03:42.550 --> 00:03:44.959 which can count the number of people walking on it 00:03:44.959 --> 00:03:46.846 and sends the data over the internet 00:03:46.846 --> 00:03:50.466 to the advance data analysis software we created. 00:03:50.466 --> 00:03:53.923 The possible errors, like overcounting or double-stepping, 00:03:53.923 --> 00:03:57.182 were overcome using design interventions. 00:03:57.182 --> 00:04:00.558 The optimum breadth of the mat was determined to be 18 inches, 00:04:00.558 --> 00:04:02.607 after we tested many different versions 00:04:02.607 --> 00:04:06.166 and observed the average stride length of a person. 00:04:06.166 --> 00:04:09.268 Otherwise, people might step over the sensor. NOTE Paragraph 00:04:09.268 --> 00:04:11.786 We started with a proof of concept built in three days 00:04:11.786 --> 00:04:14.916 made out of cardboard and aluminum foil. 00:04:14.916 --> 00:04:17.959 It worked for real. 00:04:17.959 --> 00:04:20.828 We built another one with aluminum composite panels 00:04:20.828 --> 00:04:22.513 and piezoelectric plates, 00:04:22.513 --> 00:04:26.676 which are plates that generate a small pulse of electricity under pressure. 00:04:26.676 --> 00:04:30.382 We tested this at 30 different pilots in public, 00:04:30.382 --> 00:04:33.504 in crowded restaurants, in malls, in temples, etc., 00:04:33.504 --> 00:04:36.051 to see how people reacted. 00:04:36.051 --> 00:04:38.683 And people let us run these pilots 00:04:38.683 --> 00:04:45.893 because they were excited to see locals work on problems for the city. 00:04:45.893 --> 00:04:49.425 I was 15 and my team members were in their early 20s. NOTE Paragraph 00:04:49.425 --> 00:04:52.247 When the sensors were colored, 00:04:52.247 --> 00:04:57.377 people would get scared and would ask us questions like, 00:04:57.377 --> 00:05:00.295 "Will I get electrocuted if I step on this?" 00:05:00.295 --> 00:05:04.947 Or, if it was very obvious that it was an electronic sensor on the ground, 00:05:04.947 --> 00:05:07.384 they would just jump over it. 00:05:07.384 --> 00:05:10.592 So we decided to design a cover for the sensor 00:05:10.592 --> 00:05:13.787 so that people don't have to worry what it is on the ground. NOTE Paragraph 00:05:13.787 --> 00:05:15.610 So after some experimentation, 00:05:15.610 --> 00:05:18.283 we decided to use an industrial sensor 00:05:18.283 --> 00:05:22.386 used a safety trigger in hazardous areas as the sensor, 00:05:22.386 --> 00:05:24.841 and we black neoprene rubber sheet 00:05:24.841 --> 00:05:26.626 as the cover. 00:05:26.626 --> 00:05:29.466 Now, another added benefit of using black rubber 00:05:29.466 --> 00:05:33.116 was that dust naturally accumulates over the surface, 00:05:33.116 --> 00:05:35.768 eventually camouflaging it with the ground. 00:05:35.768 --> 00:05:40.904 We also had to make sure that the sensor is no higher than 12 millimeters. 00:05:40.904 --> 00:05:43.596 Otherwise, people might trip over it, 00:05:43.596 --> 00:05:46.195 which in itself would cause stampedes. NOTE Paragraph 00:05:46.195 --> 00:05:48.676 (Laughter) NOTE Paragraph 00:05:49.966 --> 00:05:52.693 We don't want that. 00:05:52.693 --> 00:05:57.705 So we were able to design a sensor which was only 10 millimeters thick. NOTE Paragraph 00:05:57.705 --> 00:05:59.958 Now the data is sent to the server in real time, 00:05:59.958 --> 00:06:01.435 and a heat map is plotted, 00:06:01.435 --> 00:06:04.617 taking into account all the active devices on the ground. 00:06:04.617 --> 00:06:09.032 The authorities could be alerted if the crowd movement slowed down 00:06:09.032 --> 00:06:13.228 or if the crowd density moved beyond a desired threshold. NOTE Paragraph 00:06:13.228 --> 00:06:15.565 We installed five of these mats 00:06:15.565 --> 00:06:17.995 in the Nashik Kumbh Mela 2015, 00:06:17.995 --> 00:06:20.602 and counted over half a million people 00:06:20.602 --> 00:06:22.382 in 18 hours, 00:06:22.382 --> 00:06:26.782 ensuring that the data was available in realtime at various checkpoints, 00:06:26.782 --> 00:06:28.681 ensuring a safe flow of people. NOTE Paragraph 00:06:28.681 --> 00:06:32.012 Now, this system, eventually, with other innovations, 00:06:32.012 --> 00:06:35.909 is what helped prevent stampedes altogether at that festival. NOTE Paragraph 00:06:35.909 --> 00:06:38.610 The code used by Ashioto during Kumbh Mela 00:06:38.610 --> 00:06:41.803 will soon be made publicly available free to use for anyone. 00:06:41.803 --> 00:06:43.743 I would be glad if someone used this, 00:06:43.743 --> 00:06:46.976 the code, to make many more gatherings safer. NOTE Paragraph 00:06:46.976 --> 00:06:49.228 Having succeeded at Kumbh Mela 00:06:49.228 --> 00:06:53.028 has inspired me to help others who may also suffer from stampedes. 00:06:53.028 --> 00:06:55.757 The design of the system makes it adaptable 00:06:55.757 --> 00:06:57.795 to pretty much any event 00:06:57.795 --> 00:07:01.615 that involves an organized gathering of people, 00:07:01.615 --> 00:07:06.014 and my new dream is to improve, adapt, and deploy the system 00:07:06.014 --> 00:07:11.262 all over the world to prevent loss of life and ensure a safe flow of people, 00:07:11.262 --> 00:07:14.345 because every human soul is precious, 00:07:14.345 --> 00:07:16.746 whether at concerts or sporting events, 00:07:16.746 --> 00:07:18.656 the Maha Kumbh Mela in Allahabad, 00:07:18.656 --> 00:07:20.041 the Hajj in Mecca, 00:07:20.041 --> 00:07:21.840 the Shia procession to Karbala, 00:07:21.840 --> 00:07:23.930 or at the Vatican City. NOTE Paragraph 00:07:23.930 --> 00:07:26.285 So what do you all think, can we do it? NOTE Paragraph 00:07:26.285 --> 00:07:29.412 (Cheers) NOTE Paragraph 00:07:29.412 --> 00:07:32.650 (Applause)