1 00:00:00,691 --> 00:00:01,969 I was only nine 2 00:00:01,993 --> 00:00:06,916 when my grandfather first described to me the horrors he witnessed six years earlier 3 00:00:06,940 --> 00:00:09,844 when human stampedes killed 39 people 4 00:00:09,868 --> 00:00:11,884 in our hometown of Nashik, India. 5 00:00:12,461 --> 00:00:15,750 It was during the 2003 Nashik Kumbh Mela, 6 00:00:15,774 --> 00:00:18,746 one of the world's largest religious gatherings. 7 00:00:19,213 --> 00:00:22,943 Every 12 years, over 30 million Hindu worshippers 8 00:00:22,967 --> 00:00:24,546 descend upon our city -- 9 00:00:24,570 --> 00:00:27,410 which is built only for 1.5 million people -- 10 00:00:27,434 --> 00:00:29,077 and stay for 45 days. 11 00:00:29,601 --> 00:00:32,672 The main purpose is to wash away all their sins 12 00:00:32,696 --> 00:00:35,021 by bathing in the river Godavari. 13 00:00:35,807 --> 00:00:38,045 And stampedes may easily happen 14 00:00:38,069 --> 00:00:41,346 because a high-density crowd moves at a slow pace. 15 00:00:42,002 --> 00:00:46,311 Apart from Nashik, this event happens in three other places in India, 16 00:00:46,335 --> 00:00:48,054 with varying frequency, 17 00:00:48,078 --> 00:00:50,847 and between 2001 and 2014, 18 00:00:50,871 --> 00:00:56,369 over 2,400 lives have been lost in stampedes at these events. 19 00:00:57,362 --> 00:00:59,219 What saddened me the most 20 00:00:59,243 --> 00:01:03,758 is seeing people around me resigning to the city's fate 21 00:01:03,782 --> 00:01:07,607 in witnessing the seemingly inevitable deaths of dozens 22 00:01:07,631 --> 00:01:08,908 at every Kumbh Mela. 23 00:01:09,448 --> 00:01:10,878 I sought to change this, 24 00:01:10,902 --> 00:01:13,877 and I thought, why can't I try to find a solution to this? 25 00:01:13,901 --> 00:01:15,389 Because I knew it is wrong. 26 00:01:15,701 --> 00:01:19,153 Having learned coding at an early age and being a maker, 27 00:01:19,177 --> 00:01:20,845 I considered the wild idea -- 28 00:01:20,869 --> 00:01:22,057 (Laughter) 29 00:01:22,081 --> 00:01:23,466 [Makers always find a way] 30 00:01:23,490 --> 00:01:26,555 I considered the wild idea of building a system 31 00:01:26,579 --> 00:01:29,041 that would help regulate the flow of people 32 00:01:29,065 --> 00:01:32,054 and use it in the next Kumbh Mela in 2015, 33 00:01:32,078 --> 00:01:35,683 to have fewer stampedes and, hopefully, fewer deaths. 34 00:01:36,177 --> 00:01:38,648 It seemed like a mission impossible, 35 00:01:38,672 --> 00:01:40,440 a dream too big, 36 00:01:40,464 --> 00:01:42,645 especially for a 15-year-old, 37 00:01:42,669 --> 00:01:46,208 yet that dream came true in 2015, 38 00:01:46,232 --> 00:01:49,925 when not only did we succeed 39 00:01:49,949 --> 00:01:52,901 in reducing the stampedes and their intensity, 40 00:01:52,925 --> 00:01:55,102 but we marked 2015 41 00:01:55,126 --> 00:01:59,133 as the first Nashik Kumbh Mela to have zero stampedes. 42 00:01:59,596 --> 00:02:04,934 (Applause) 43 00:02:04,958 --> 00:02:07,444 It was the first time in recorded history 44 00:02:07,468 --> 00:02:10,214 that this event passed without any casualties. 45 00:02:10,888 --> 00:02:12,038 How did we do it? 46 00:02:12,623 --> 00:02:15,654 It all started when I joined an innovation workshop 47 00:02:15,678 --> 00:02:18,354 by MIT Media Lab in 2014 48 00:02:18,378 --> 00:02:20,347 called the Kumbhathon 49 00:02:20,371 --> 00:02:24,775 that aimed at solving challenges faced at the grand scale of Kumbh Mela. 50 00:02:25,784 --> 00:02:30,292 Now, we figured out to solve the stampede problem, 51 00:02:30,316 --> 00:02:32,480 we wanted to know only three things: 52 00:02:32,504 --> 00:02:35,243 the number of people, the location, 53 00:02:35,267 --> 00:02:38,726 and the rate of the flow of people per minute. 54 00:02:39,241 --> 00:02:43,370 So we started to look for technologies that would help us get these three things. 55 00:02:44,091 --> 00:02:48,345 Can we distribute radio-frequency tokens to identify people? 56 00:02:48,369 --> 00:02:51,782 We figured out that it would be too expensive and impractical 57 00:02:51,806 --> 00:02:53,742 to distribute 30 million tags. 58 00:02:54,545 --> 00:02:57,926 Can you use CCTV cameras with image-processing techniques? 59 00:02:57,950 --> 00:02:59,997 Again, too expensive for that scale, 60 00:03:00,021 --> 00:03:02,899 along with the disadvantages of being non-portable 61 00:03:02,923 --> 00:03:05,741 and being completely useless in the case of rain, 62 00:03:05,765 --> 00:03:08,147 which is a common thing to happen in Kumbh Mela. 63 00:03:09,120 --> 00:03:11,445 Can we use cell phone tower data? 64 00:03:11,806 --> 00:03:14,273 It sounds like the perfect solution, 65 00:03:14,297 --> 00:03:16,070 but the funny part is, 66 00:03:16,094 --> 00:03:18,839 most of the people do not carry cell phones 67 00:03:18,863 --> 00:03:20,347 in events like Kumbh Mela. 68 00:03:20,887 --> 00:03:24,601 Also, the data wouldn't have been granular enough for us. 69 00:03:24,625 --> 00:03:27,078 So we wanted something that was real-time, 70 00:03:27,102 --> 00:03:30,419 low-cost, sturdy and waterproof, 71 00:03:30,443 --> 00:03:32,854 and it was easy to get the data for processing. 72 00:03:33,672 --> 00:03:36,028 So we built Ashioto, 73 00:03:36,052 --> 00:03:38,137 meaning "footstep" in Japanese, 74 00:03:38,161 --> 00:03:42,346 as it consists of a portable mat which has pressure sensors 75 00:03:42,370 --> 00:03:44,861 which can count the number of people walking on it, 76 00:03:44,885 --> 00:03:47,317 and sends the data over the internet 77 00:03:47,341 --> 00:03:49,888 to the advanced data analysis software we created. 78 00:03:50,483 --> 00:03:53,771 The possible errors, like overcounting or double-stepping, 79 00:03:53,795 --> 00:03:56,445 were overcome using design interventions. 80 00:03:56,803 --> 00:04:00,329 The optimum breadth of the mat was determined to be 18 inches, 81 00:04:00,353 --> 00:04:02,592 after we tested many different versions 82 00:04:02,616 --> 00:04:05,203 and observed the average stride length of a person. 83 00:04:06,111 --> 00:04:09,016 Otherwise, people might step over the sensor. 84 00:04:09,040 --> 00:04:11,612 We started with a proof of concept built in three days, 85 00:04:11,636 --> 00:04:14,510 made out of cardboard and aluminum foil. 86 00:04:14,534 --> 00:04:15,535 (Laughter) 87 00:04:15,559 --> 00:04:17,933 It worked, for real. 88 00:04:17,957 --> 00:04:20,647 We built another one with aluminum composite panels 89 00:04:20,671 --> 00:04:22,309 and piezoelectric plates, 90 00:04:22,333 --> 00:04:25,904 which are plates that generate a small pulse of electricity under pressure. 91 00:04:26,959 --> 00:04:30,228 We tested this at 30 different pilots in public, 92 00:04:30,252 --> 00:04:33,974 in crowded restaurants, in malls, in temples, etc., 93 00:04:33,998 --> 00:04:35,632 to see how people reacted. 94 00:04:36,720 --> 00:04:38,743 And people let us run these pilots 95 00:04:38,767 --> 00:04:45,243 because they were excited to see localites work on problems for the city. 96 00:04:45,680 --> 00:04:48,799 I was 15 and my team members were in their early 20s. 97 00:04:49,736 --> 00:04:54,227 When the sensors were colored, 98 00:04:54,251 --> 00:04:57,092 people would get scared and would ask us questions like, 99 00:04:57,116 --> 00:04:59,323 "Will I get electrocuted if I step on this?" 100 00:04:59,347 --> 00:05:00,348 (Laughter) 101 00:05:00,372 --> 00:05:04,744 Or, if it was very obvious that it was an electronic sensor on the ground, 102 00:05:04,768 --> 00:05:06,261 they would just jump over it. 103 00:05:06,285 --> 00:05:07,361 (Laughter) 104 00:05:07,385 --> 00:05:10,449 So we decided to design a cover for the sensor 105 00:05:10,473 --> 00:05:13,530 so that people don't have to worry what it is on the ground. 106 00:05:13,554 --> 00:05:15,530 So after some experimentation, 107 00:05:15,554 --> 00:05:18,364 we decided to use an industrial sensor, 108 00:05:18,388 --> 00:05:21,357 used as a safety trigger in hazardous areas 109 00:05:21,381 --> 00:05:22,532 as the sensor, 110 00:05:22,556 --> 00:05:24,637 and a black neoprene rubber sheet 111 00:05:24,661 --> 00:05:25,903 as the cover. 112 00:05:26,374 --> 00:05:29,191 Now, another added benefit of using black rubber 113 00:05:29,215 --> 00:05:32,842 was that dust naturally accumulates over the surface, 114 00:05:32,866 --> 00:05:35,516 eventually camouflaging it with the ground. 115 00:05:35,540 --> 00:05:40,652 We also had to make sure that the sensor is no higher than 12 millimeters. 116 00:05:41,206 --> 00:05:43,435 Otherwise, people might trip over it, 117 00:05:43,459 --> 00:05:45,364 which in itself would cause stampedes. 118 00:05:45,792 --> 00:05:49,579 (Laughter) 119 00:05:49,603 --> 00:05:50,965 We don't want that. 120 00:05:50,989 --> 00:05:52,778 (Laughter) 121 00:05:52,802 --> 00:05:56,881 So we were able to design a sensor which was only 10 millimeters thick. 122 00:05:57,469 --> 00:05:59,709 Now the data is sent to the server in real time, 123 00:05:59,733 --> 00:06:01,381 and a heat map is plotted, 124 00:06:01,405 --> 00:06:04,748 taking into account all the active devices on the ground. 125 00:06:04,772 --> 00:06:09,057 The authorities could be alerted if the crowd movement slowed down 126 00:06:09,081 --> 00:06:12,216 or if the crowd density moved beyond a desired threshold. 127 00:06:12,992 --> 00:06:17,984 We installed five of these mats in the Nashik Kumbh Mela 2015, 128 00:06:18,008 --> 00:06:20,398 and counted over half a million people 129 00:06:20,422 --> 00:06:22,104 in 18 hours, 130 00:06:22,128 --> 00:06:26,505 ensuring that the data was available in real time at various checkpoints, 131 00:06:26,529 --> 00:06:28,405 ensuring a safe flow of people. 132 00:06:28,429 --> 00:06:31,874 Now, this system, eventually, with other innovations, 133 00:06:31,898 --> 00:06:35,050 is what helped prevent stampedes altogether at that festival. 134 00:06:35,585 --> 00:06:38,458 The code used by Ashioto during Kumbh Mela 135 00:06:38,482 --> 00:06:41,894 will soon be made publicly available, free to use for anyone. 136 00:06:41,918 --> 00:06:43,895 I would be glad if someone used this code 137 00:06:43,919 --> 00:06:46,131 to make many more gatherings safer. 138 00:06:46,878 --> 00:06:48,804 Having succeeded at Kumbh Mela 139 00:06:48,828 --> 00:06:52,740 has inspired me to help others who may also suffer from stampedes. 140 00:06:52,764 --> 00:06:55,573 The design of the system makes it adaptable 141 00:06:55,597 --> 00:06:57,591 to pretty much any event 142 00:06:57,615 --> 00:07:01,411 that involves an organized gathering of people. 143 00:07:01,435 --> 00:07:05,745 And my new dream is to improve, adapt and deploy the system 144 00:07:05,769 --> 00:07:11,238 all over the world to prevent loss of life and ensure a safe flow of people, 145 00:07:11,262 --> 00:07:14,049 because every human soul is precious, 146 00:07:14,073 --> 00:07:16,451 whether at concerts or sporting events, 147 00:07:16,475 --> 00:07:18,362 the Maha Kumbh Mela in Allahabad, 148 00:07:18,386 --> 00:07:19,837 the Hajj in Mecca, 149 00:07:19,861 --> 00:07:21,758 the Shia procession to Karbala 150 00:07:21,782 --> 00:07:23,266 or at the Vatican City. 151 00:07:23,893 --> 00:07:25,770 So what do you all think, can we do it? 152 00:07:25,794 --> 00:07:26,945 (Audience) Yes! 153 00:07:26,969 --> 00:07:28,120 Thank you. 154 00:07:28,144 --> 00:07:29,145 (Cheers) 155 00:07:29,169 --> 00:07:32,439 (Applause)