0:00:00.871,0:00:02.173 I was only nine 0:00:02.173,0:00:04.384 when my grandfather first described to me 0:00:04.384,0:00:07.120 the horrors he witnessed six years earlier 0:00:07.120,0:00:09.989 when human stampedes killed 39 people 0:00:09.989,0:00:12.736 in our hometown of Nashik, India. 0:00:12.736,0:00:15.954 It was during the 2003 Nashik Kumbh Mela, 0:00:15.954,0:00:19.450 one of the world's largest[br]religious gatherings. 0:00:19.450,0:00:22.783 Every 12 years, over 30 million[br]Hindu worshippers 0:00:22.783,0:00:24.674 descend upon our city, 0:00:24.674,0:00:27.559 which is built only[br]for 1.5 million people, 0:00:27.559,0:00:29.657 and stay for 45 days. 0:00:29.657,0:00:32.711 The main purpose is[br]to wash away all their sins 0:00:32.711,0:00:35.888 to bathing in the river Godavari, 0:00:35.888,0:00:38.249 and stampedes can easily happen 0:00:38.249,0:00:42.230 because a high-density crowd[br]moves at a slow pace. 0:00:42.230,0:00:46.469 Apart from Nashik, this event happens[br]in three other places in India 0:00:46.469,0:00:48.258 with varying frequency, 0:00:48.258,0:00:50.738 and between 2001 and 2014, 0:00:50.738,0:00:54.867 over 2,400 lives have been lost 0:00:54.867,0:00:57.582 in stampedes at these events. 0:00:57.582,0:00:59.515 What saddened me the most 0:00:59.515,0:01:03.671 is seeing people around me[br]resigning to the city's fate 0:01:03.671,0:01:07.413 in witnessing the seemingly[br]inevitable deaths of dozens 0:01:07.413,0:01:09.523 at every Kumbh Mela. 0:01:09.523,0:01:11.168 I sought to change this, 0:01:11.168,0:01:14.449 and I thought, why can't I try[br]to find a solution to this? 0:01:14.449,0:01:15.961 Because I knew it is wrong. 0:01:15.961,0:01:17.637 Having learned coding at an early age 0:01:17.637,0:01:19.122 and being a maker, 0:01:19.122,0:01:21.806 I considered the wild idea. 0:01:21.806,0:01:23.742 (Laughter) 0:01:23.742,0:01:27.079 I considered the wild idea[br]of building a system 0:01:27.079,0:01:29.353 that would help regulate[br]the flow of people 0:01:29.353,0:01:32.258 and use it in the next Kumbh Mela in 2015, 0:01:32.258,0:01:34.086 to have fewer stampedes 0:01:34.086,0:01:36.461 and hopefully fewer deaths. 0:01:36.461,0:01:38.877 It seemed like a mission impossible, 0:01:38.877,0:01:40.754 a dream too big, 0:01:40.754,0:01:42.764 especially for a 15-year old, 0:01:42.764,0:01:44.924 yet that dream came through in 2015, 0:01:44.924,0:01:49.758 when not only did we succeed 0:01:49.758,0:01:52.527 in reducing the stampedes[br]and their intensity, 0:01:52.527,0:01:55.306 but we marked 2015 0:01:55.306,0:01:57.528 as the first Nashik Kumbh Mela 0:01:57.528,0:01:59.848 to have zero stampedes. 0:01:59.848,0:02:03.397 (Applause) 0:02:05.170,0:02:07.648 It was the first time in recorded history 0:02:07.648,0:02:10.772 that this event passed[br]without any casualties. 0:02:10.772,0:02:12.803 How did we do it? 0:02:12.803,0:02:15.692 It all started when I joined[br]an innovation workshop 0:02:15.692,0:02:18.696 by MIT Media Lab in 2014 0:02:18.696,0:02:20.493 called the Kumbhathon 0:02:20.493,0:02:25.845 that aimed at solving challenging[br]faced at the grand scale of Kumbh Mela. 0:02:25.845,0:02:30.568 Now, we figured out to solve[br]the stampede problem, 0:02:30.568,0:02:32.400 we wanted to know only three things: 0:02:32.400,0:02:36.074 the number of people, the location, 0:02:36.074,0:02:39.738 and the rate of people per minute. 0:02:39.738,0:02:43.891 So we started to look for technologies[br]that would help us get these three things. 0:02:43.891,0:02:46.603 Can we distribute radio frequency tokens 0:02:46.603,0:02:48.605 to identify people? 0:02:48.605,0:02:52.016 We figured out that it would[br]be too expensive and impractical 0:02:52.016,0:02:54.486 to distribute 30 million tags. 0:02:54.486,0:02:58.130 Can you use CCTV cameras[br]with image-processing techniques? 0:02:58.130,0:03:00.173 Again, too expensive for that scale, 0:03:00.173,0:03:03.103 along with the disadvantages[br]of being non-portable 0:03:03.103,0:03:04.781 and being completely useless 0:03:04.781,0:03:05.996 in the case of rain, 0:03:05.996,0:03:09.300 which is a common thing[br]to happen in Kumbh Mela. 0:03:09.300,0:03:12.073 Can we use cell phone tower data? 0:03:12.073,0:03:14.533 It sounds like the perfect solution, 0:03:14.533,0:03:16.059 but the funny part is, 0:03:16.059,0:03:18.608 most of the people[br]do not carry cell phones 0:03:18.608,0:03:21.024 in events like Kumbh Mela. 0:03:21.024,0:03:24.640 Also, the data wouldn't have been[br]granular enough for us. 0:03:24.640,0:03:27.125 So we wanted something that was real-time, 0:03:27.125,0:03:30.441 low-cost, sturdy and waterproof, 0:03:30.441,0:03:33.522 and it was easy to get[br]the data for processing. 0:03:33.522,0:03:36.011 So we built Ashioto, 0:03:36.011,0:03:38.395 meaning "footstep" in Japanese, 0:03:38.395,0:03:40.293 as it consists of a portable mat 0:03:40.293,0:03:42.550 which has pressure sensors 0:03:42.550,0:03:44.959 which can count the number[br]of people walking on it 0:03:44.959,0:03:46.846 and sends the data over the internet 0:03:46.846,0:03:50.466 to the advance data analysis[br]software we created. 0:03:50.466,0:03:53.923 The possible errors,[br]like overcounting or double-stepping, 0:03:53.923,0:03:57.182 were overcome using design interventions. 0:03:57.182,0:04:00.558 The optimum breadth of the mat[br]was determined to be 18 inches, 0:04:00.558,0:04:02.607 after we tested many different versions 0:04:02.607,0:04:06.166 and observed the average[br]stride length of a person. 0:04:06.166,0:04:09.268 Otherwise, people might step[br]over the sensor. 0:04:09.268,0:04:11.786 We started with a proof of concept[br]built in three days 0:04:11.786,0:04:14.916 made out of cardboard and aluminum foil. 0:04:14.916,0:04:17.959 It worked for real. 0:04:17.959,0:04:20.828 We built another one[br]with aluminum composite panels 0:04:20.828,0:04:22.513 and piezoelectric plates, 0:04:22.513,0:04:26.676 which are plates that generate a small[br]pulse of electricity under pressure. 0:04:26.676,0:04:30.382 We tested this at 30[br]different pilots in public, 0:04:30.382,0:04:33.504 in crowded restaurants,[br]in malls, in temples, etc., 0:04:33.504,0:04:36.051 to see how people reacted. 0:04:36.051,0:04:38.683 And people let us run these pilots 0:04:38.683,0:04:45.893 because they were excited to see locals[br]work on problems for the city. 0:04:45.893,0:04:49.425 I was 15 and my team members[br]were in their early 20s. 0:04:49.425,0:04:52.247 When the sensors were colored, 0:04:52.247,0:04:57.377 people would get scared[br]and would ask us questions like, 0:04:57.377,0:05:00.295 "Will I get electrocuted[br]if I step on this?" 0:05:00.295,0:05:04.947 Or, if it was very obvious that it was[br]an electronic sensor on the ground, 0:05:04.947,0:05:07.384 they would just jump over it. 0:05:07.384,0:05:10.592 So we decided to design[br]a cover for the sensor 0:05:10.592,0:05:13.787 so that people don't have to worry[br]what it is on the ground. 0:05:13.787,0:05:15.610 So after some experimentation, 0:05:15.610,0:05:18.283 we decided to use an industrial sensor 0:05:18.283,0:05:22.386 used a safety trigger[br]in hazardous areas as the sensor, 0:05:22.386,0:05:24.841 and we black neoprene rubber sheet 0:05:24.841,0:05:26.626 as the cover. 0:05:26.626,0:05:29.466 Now, another added benefit[br]of using black rubber 0:05:29.466,0:05:33.116 was that dust naturally[br]accumulates over the surface, 0:05:33.116,0:05:35.768 eventually camouflaging it[br]with the ground. 0:05:35.768,0:05:40.904 We also had to make sure that the sensor[br]is no higher than 12 millimeters. 0:05:40.904,0:05:43.596 Otherwise, people might trip over it, 0:05:43.596,0:05:46.195 which in itself would cause stampedes. 0:05:46.195,0:05:48.676 (Laughter) 0:05:49.966,0:05:52.693 We don't want that. 0:05:52.693,0:05:57.705 So we were able to design a sensor[br]which was only 10 millimeters thick. 0:05:57.705,0:05:59.958 Now the data is sent[br]to the server in real time, 0:05:59.958,0:06:01.435 and a heat map is plotted, 0:06:01.435,0:06:04.617 taking into account all[br]the active devices on the ground. 0:06:04.617,0:06:09.032 The authorities could be alerted[br]if the crowd movement slowed down 0:06:09.032,0:06:13.228 or if the crowd density moved[br]beyond a desired threshold. 0:06:13.228,0:06:15.565 We installed five of these mats 0:06:15.565,0:06:17.995 in the Nashik Kumbh Mela 2015, 0:06:17.995,0:06:20.602 and counted over half a million people 0:06:20.602,0:06:22.382 in 18 hours, 0:06:22.382,0:06:26.782 ensuring that the data was available[br]in realtime at various checkpoints, 0:06:26.782,0:06:28.681 ensuring a safe flow of people. 0:06:28.681,0:06:32.012 Now, this system, eventually,[br]with other innovations, 0:06:32.012,0:06:35.909 is what helped prevent stampedes[br]altogether at that festival. 0:06:35.909,0:06:38.610 The code used by Ashioto during Kumbh Mela 0:06:38.610,0:06:41.803 will soon be made publicly available[br]free to use for anyone. 0:06:41.803,0:06:43.743 I would be glad if someone used this, 0:06:43.743,0:06:46.976 the code, to make[br]many more gatherings safer. 0:06:46.976,0:06:49.228 Having succeeded at Kumbh Mela 0:06:49.228,0:06:53.028 has inspired me to help others[br]who may also suffer from stampedes. 0:06:53.028,0:06:55.757 The design of the system[br]makes it adaptable 0:06:55.757,0:06:57.795 to pretty much any event 0:06:57.795,0:07:01.615 that involves an organized[br]gathering of people, 0:07:01.615,0:07:06.014 and my new dream is to improve,[br]adapt, and deploy the system 0:07:06.014,0:07:11.262 all over the world to prevent loss of life[br]and ensure a safe flow of people, 0:07:11.262,0:07:14.345 because every human soul is precious, 0:07:14.345,0:07:16.746 whether at concerts or sporting events, 0:07:16.746,0:07:18.656 the Maha Kumbh Mela in Allahabad, 0:07:18.656,0:07:20.041 the Hajj in Mecca, 0:07:20.041,0:07:21.840 the Shia procession to Karbala, 0:07:21.840,0:07:23.930 or at the Vatican City. 0:07:23.930,0:07:26.285 So what do you all think, can we do it? 0:07:26.285,0:07:29.412 (Cheers) 0:07:29.412,0:07:32.650 (Applause)