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Manu Chopra | Global Indian
Global IndianstoryManu Chopra: Bridging the digital divide and empowering rural India with AI
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Manu Chopra: Bridging the digital divide and empowering rural India with AI

Compiled by: Charu Thakur

(November 11, 2024) The rise of artificial intelligence has transformed almost every aspect of modern life – redefining industries, reshaping economies, and raising questions about the future of work. From self-driving cars navigating busy streets to predictive healthcare, AI systems continue to alter how we live and interact with technology. But while tech giants benefit immensely, marginalised communities often get left behind in this wave of innovation. This is where Manu Chopra, the founder of Karya, is bridging the gap and changing the narrative. For him, AI isn’t just about algorithms and data. It’s a tool to uplift, to bring dignity and opportunity to India’s often overlooked rural citizens. Till now, this Stanford graduate has impacted over 35,000 people across 24 states in rural India through Karya’s digital work.

Manu Chopra | Global Indian

Manu Chopra

“Our goal is to use technology as a means to provide opportunities to disadvantaged communities. We identify and train workers who need work the most and pay them 20 times the minimum wage, ensuring that our data solutions contribute positively to both technology and society,” the 28-year-old wrote on his website.

The idea for Karya was born out of a realisation that large technology companies spend large sums collecting data to train AI systems, but these opportunities rarely reach the communities most in need. Karya addresses this issue by connecting rural communities to tech industry opportunities. Explaining how it works, Manu said, “Microsoft wants to make a language model in Marathi, one of the many regional languages of India. They reach out to Karya to collect thousands of hours of speech data in Marathi. Karya takes Microsoft’s big digital task and breaks it into micro tasks and we distribute these micro-tasks to our workers in rural India via their smartphone.” Apart from the employment, the biggest differentiator for these rural Indians is the pay. “We pay our workers 20 times the Indian minimum wage.”

From Shakur Basti to Stanford University

Manu grew up in one of Delhi’s poorest neighbourhoods, Shakur Basti. It was in the dusty alleys of the basti that he found himself at a crossroads many times. Though poverty was a constant challenge, he channelled his interest in technology and education as a means of breaking the cycle. Growing up, he spent most of his afternoons coding in the community computer lab and dancing to Bollywood songs. “Through a series of scholarships, I became the first person from my community to go to a college in the US. In one generation, I went from Shakur Basti to Stanford,” the Global Indian said.

His admission to Stanford University was a seismic shift not just for him, but for his entire community. Stanford marked a new chapter for him, where he deepened his knowledge of computer science and explored how technology could create social impact. At Stanford, he co-founded CS+ Social Good, a student group focused on using technology to address pressing social issues. The goal was to empower students to use technology for social good by inspiring action, fostering collaboration, and creating pathways for change. This initiative began a lifelong commitment to merging tech innovation with social impact.

Having gained knowledge and skill sets in the US, he wanted to make an impact back home. Despite work opportunities at big companies, Manu Chopra decided to pack his bags and return to India in 2017 to work as a research fellow at Microsoft to explore ways to tackle extreme poverty by giving the poor access to digital work. This led him to travel across the country where he sought ways to leverage technology to alleviate poverty, gaining new insights into India’s evolving landscape. “I expected it to be harrowing. Mainstream media (within India and especially, abroad) paints such a bleak picture of India as if nothing good has ever happened or will ever happen in India. I expected to feel jaded at the lack of progress, and to be disappointed at the lack of good work happening on the ground. Obviously, the opposite happened. Every single village I visited blew me away. The more I travelled within India, the more optimistic I became,” he wrote on his website.

Empowering Rural India through AI

One experience in particular stayed with him — a field visit to a data company, where he saw over 30 men earning as little as $0.40 an hour. “I thought, this cannot be the only way this work can happen,” Chopra said. Driven by a desire to create more equitable opportunities, he founded Karya in 2021 alongside Vivek Sheshadri, a former Microsoft Research colleague. Their mission: to use AI and data collection to benefit the very people traditionally left behind by the tech revolution.

Karya’s main focus is on language. By highlighting India’s linguistic diversity, Karya meets the data needs of large tech companies while also helping rural workers earn money. “What if we could bypass skilling?” Chopra asked. “Can we give people a livelihood and money for skills they already have? What is the skill that rural India already has? Their language.” This philosophy has driven Karya to gather information in regional languages—spoken, written, and visual—so that AI systems become more accurate and culturally inclusive.

Manu Chopra | Global Indian

AI for Social Good

They pay workers $5 per hour, 20 times the minimum wage, and also help them earn royalties whenever their data is sold, creating a source of passive income. Karya currently focuses on collecting data in Indian languages that are underrepresented in AI. This data will be used to develop AI systems that are accurate and fair for all. Their work includes collecting written, spoken, and visual data in regional languages across India.

In just two years, Karya has changed lives. Over 35,000 rural Indians have earned a collective ₹65 million, finding economic security and, perhaps more importantly, a renewed sense of self-worth. “I genuinely feel this is the quickest way to move millions of people out of poverty if done right,” Chopra told TIME.

“Wealth is power. And we want to redistribute wealth to the communities who have been left behind.”– Manu Chopra

AI’s recent boom, especially in natural language processing, has placed projects like Karya at the center of global attention. Large tech players, including Microsoft and Google, have turned to Karya for speech data across 85 Indian districts, while the Bill & Melinda Gates Foundation collaborates with them to reduce gender-related biases in AI datasets. As biases in AI systems continue to garner scrutiny, his work represents a conscientious approach to building ethical, inclusive datasets. In 2023, Manu Chopra was featured in the list of the TIME100 Most Influential People in AI.

In a time when AI seems far from rural realities, Manu Chopra’s Karya bridges the gap by connecting marginalized communities to the digital economy, bringing dignity, and creating new opportunities. His journey from Shakur Basti to Stanford and back to India shows the power of innovation driven by empathy and purpose. It reminds us that technology’s true impact isn’t just in what it can do, but in who it can help.

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  • AI
  • AI Systems
  • digital divide
  • Global Indian
  • Karya
  • Manu Chopra
  • Stanford University

Published on 11, Nov 2024

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[caption id="attachment_32601" align="aligncenter" width="586"]Dr. Kaushik Rajashekara | Global Indian Dr Kaushik Rajashekara[/caption]

 

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[caption id="attachment_33366" align="aligncenter" width="394"]Professor Suresh Kumar Bhargava | Global Indian Professor Suresh Kumar Bhargava | Modern Indian Scientists[/caption]

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[caption id="attachment_25761" align="aligncenter" width="381"]Priyanka Srivastava | NASA Engineer | Global Indian NASA Engineer Priyanka Srivastava with Mars 2020 testbed[/caption]

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[caption id="attachment_32114" align="aligncenter" width="550"]Dr Keshav Singh | Modern Indian Scientists | The Global Indian Dr Keshav Singh | Modern Indian Scientists[/caption]

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[caption id="attachment_26856" align="aligncenter" width="502"]Risha Jasmine Nathan | Modern Indian Scientists Risha Jasmine Nathan | Modern Indian Scientists[/caption]

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[caption id="attachment_27525" align="aligncenter" width="644"]Aruna Miller | Global Indian Aruna Miller. Credit: Facebook[/caption]

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[caption id="attachment_27526" align="aligncenter" width="553"]Aruna Miller | Global Indian With gubernatorial candidate Wes Moore. Source: Facebook[/caption]

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_GI.jpeg" alt="Olympic Skier | Arif Khan | Global Indian" width="624" height="936" />

Olympic tryst 

The recent feather in his cap was representing India at the 2022 Winter Olympics in Beijing, in which he clinched a 45th place finish in giant slalom -- the best ever result by any Indian in the history of the Winter Olympics.

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The Indian alpine skier has now set his sights on the winter Olympics 2026 to be held in Italy. “In between, I would be competing in other international events. I would want to perform and win for India, that's the only goal,” says the 32-year-old.

How green was his valley 

Born in March 1990 in Goiwara, a small village in Hajibal, Tangmarg of north Kashmir, Arif did his schooling from the Army school at Ziran, Tangmarg. “My childhood was simple and not much to do, unlike the life people lead in cities. I was not born in a rich family, so everything around us was limited," says the soft-spoken Arif, one of Yasin Khan’s four children. Gulmarg is about 12 km from his village.

 

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Arif says during his early years, Kashmir was going through difficult times. “The worsening security situation impacted our schooling and sports. Living in such an environment was a struggle,” he recalls.

 Going pro 

Having started skiing in 1994 in Gulmarg and trained in the basic and intermediate level until 2002, in 2003, Arif started competing at the junior national level. Soon, he became a medal-winning athlete in every category. “My father was the reason behind all successes. He pushed me into conquering new heights,” he says of his father, a mountain ski guide, ski instructor, who owns a ski equipment shop at Gulmarg.

https://www.youtube.com/watch?v=ug8K8Ivqprs

To foreign shores 

“Earlier, I used to train for four months in Gulmarg. Since 2008, I got the opportunity to travel to central Europe where I could train in the summer months. Now, I mainly train in Austria, Switzerland and Italy. I do 260 days of skiing a year,” informs Arif, who was the national champion for five consecutive years and a national champion in slalom for 14 years. From Austria, China, Lebanon, Switzerland, Japan, Korea, Germany and USA, skiing has taken Arif across the globe.

Olympic Skier | Arif Khan | Global Indian

Up at the crack of dawn, “It takes an hour for preparation, two hours of workout and four hours of skiing. During off season, I train at the gym for three hours,” says Arif, who also indulges in mountain biking, swimming and running. His other interests include trekking in the high mountains, and driving through the high passes.

What does it take to be a good skier

“It takes a lot of physical effort like, keeping up with your body's strength, high intensity exercises, muscle building, quickness, endurance, a strong core and back fitness. The most difficult part is chasing the cold weather below 20,” explains the ace skier who completed his graduation in sports science, and then went on to do an MBA from the Sports University, Switzerland.

Learning to balance at high speeds, maintaining angulation, crushing and getting up again with risks down the slopes on icy surfaces are challenging. “There are many mental challenges. One has to remain focussed while going down the hills at great speeds. It requires great concentration, during practice and games, failing any one, and you are out of the race in no time,” adds the skier who won 12 medals at national competitions.

 

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Raising funds 

Travel and training costs alone can go up to several lakhs of rupees (each trip). Thus, skiing came with its share of financial problems for Arif too. “Without proper financial support, I struggled to keep doing what I love. I did not give up and kept my dream alive while living through the most difficult times in Kashmir,” informs the skier. His father put a major part of his earnings into his son’s career.

When not skiing, Arif helps his father in the business, operating a tour company for adventure activities in summer and winter. He also doubles as a skiing instructor when time permits.

Lack of infrastructure in India 

Arif has crowd funded to cover training expenses. “Not having proper infrastructure for training in India, I always had to arrange funds to go abroad for training,” informs the skier who was determined to represent India at the 2022 Winter Olympics. He even put his marriage on hold for the sport.

 Olympic Skier | Arif Khan | Global Indian

Arif hopes the government helps develop better infrastructure for training winter sports athletes and holding international skiing events.  “There are thousands of young people already into this sport and want to pursue it,” he says.

Ask him who is his idol and pat comes the reply: “I am my own idol."

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[caption id="attachment_27068" align="aligncenter" width="542"]Raju Kendre | Eklavya | Chevening | Global Indian Raju Kendre at home in Maharashtra[/caption]

 

The founder of Eklavya, Raju, who graduated from TISS, has dedicated himself to giving India's marginalised youth a chance to prove themselves on the global stage, to bring them access to the top fellowships and universities the world has to offer. His is a journey of struggle, of fighting doubly hard just to reach the baseline in terms of education and opportunity. He asks, at the start of the conversation, if he can speak in Hindi from time to time, although he proceeds to hold forth fluently in English. His question is not without reason - without access to the 'right' schools and the opportunities so many of us take for granted, Raju's rise has been marred by rejection and failure that had little to do with talent or merit. I ask if things are different in London. "Yes," he says at once. "Here, you are judged by the work that you do." 

As his more privileged peers thrived, going off to study at Ivy League universities and winning prestigious scholarships, Raju travelled 400 km from Pune just to go to college. As did his brother, who would cycle 12 km a day to get to class every morning. It's a struggle he hopes to ease for thousands of other marginalised young people like himself. He intends to return to India after his master's degree, to continue working at the grassroots level in remote areas.  

When hardship is the only birthright 

Born in the politically tumultuous Vidharbha region of Maharashtra, into a nomadic tribe community, Raju is the first in his family to receive a full-fledged formal education. As is the norm within nomadic tribe communities, his parents married young. Very young. "My mother was around seven years old and my father was around nine when they got married," he says. His mother was a good student and keen to learn but dropped out of school in third grade, to move to her husband's village. "They wanted me to get an education," Raju recalls. They were well-intentioned but didn't know how to go about it. Weighed down by archaic community beliefs, a lack of support within the community and without, Raju, a bright student himself, had to make do with the minimum. "Until the seventh standard, I went to the local Zilla Parishad School and didn't learn any English."  

[caption id="attachment_27067" align="aligncenter" width="721"]Raju Kendre | Eklavya | Chevening | Global Indian With his father back home[/caption]

 

Finally, after having studied in vernacular schools until the age of 15, Raju shifted to an English-medium school. It was not the transformation for which he had hoped. "Not knowing English as well as the others gave me an inferiority complex and i was extremely shy. I didn't have the courage to stand up in class and ask the teacher a question." Despite the setbacks, he was a good student and hoped to be an IAS officer.  

When Raju turned 18, he travelled all the way to Pune. "In my area, if we want to study, that's the only way," he says. He decided to study humanities, in preparation for the UPSC exam. "I had 70 percent in 12th grade but didn't get into Ferguson College because I missed the admission dates. I was so disappointed." He did stay on in Pune but daily life was filled with hardships. "I didn't know how to make friends, I didn't have anyone in the city to stand by me. There were social, economic and linguistic barriers and it was such a lonely time. It wasn't the place for me."  

 The call to adventure 

 Raju's parents couldn't afford to fund his education either and he set off, feeling defeated by the world, to spend the next two years travelling. He went to the northeastern parts of Maharashtra, where he lived in nature, doing distance education and working with the local tribal communities. He spent a month as a volunteer with Melghat Mitra, a group that came together in 1997 to save tribal children from dying of malnutrition. "It was my incubation period," he says.

The time he spent in Melghat left its mark on him and he returned the next chance he got. "There was no road connectivity, no electricity, education or healthcare. There was also a high maternal mortality rate," Raju explains. "I started to understand what life was like in these areas." He stayed on there to work with the tribal communities, helping people get access to access electricity and road access through government schemes like MGNREGA. Seeing his passion for social work, volunteers recommended he go to TISS. He applied and got in. Back in Pune, he found it easier to fit in but couldn't shake off a growing sense of unrest. "Life was so different from Melghat, I wanted to go back to do more work."  

It was during this time that the seed for Eklavya was first planted. As a visiting faculty at Savitri Jotirao College of Social work in Yavatmal, where he interacted with dozens of first generation learners, he began his pilot project with seven students, taking in 35 for the second batch. "We organise residential workshops and other workshops in every corner of Maharashtra to spread the word about what we do."  

[caption id="attachment_27066" align="alignnone" width="1500"]Raju Kendre | Eklavya | Chevening | Global Indian Raju in Melghat[/caption]

 

The movement is named Eklavya after "his favourite mythological character," who willingly offered his right thumb as Guru Dakshina to Drona, so the latter could fulfil his promise of making Arjuna the greatest archer in the world. The boy did so, readily. "One boy is low born and has great potential but lacks the opportunity, the platform, the socio-economic cultural capital to succeed. The son of the king can easily get success and leverage," Raju says.  

 The Eklavya movement 

Manta Madadvi was born into the Kolam tribe, a designated scheduled tribe who live mainly in the Yavatmal, Chandrapur and Nanded districts of Maharashtra, in little hamlets called pod and speak the Kolami language, a Dravidian dialect. Although she managed to finish her undergraduate degree, Manta would, otherwise, have had to accept her fate - an early marriage and the inevitable fading away into domestic duties, poverty and obscurity. "She now works for SBI and Youth for India and I hope she will be a Chevening Scholar too, like me," Raju says.

For nearly a decade now, starting in 2014, Raju has worked with people like Manta, providing, through Eklavya, a support system that gives marginalised communities access to top-tier education and modern amenities. They provide mentorship and training to young people, first-generation learners, like Raju himself. They help them get into reputed colleges and universities and have enabled hundreds of students get into premier institutes across the country. Their mentors and core team comprises people who have applied and gained admission to various prestigious institutions like TISS, IIT and the IIMs.  

The word is spread through workshops and mentorship programmes, which are usually held by experts from across the board, including entrepreneurs, doctors, engineers, civil servants and social workers. In 2017, Raju worked with the Government of Maharashtra as a Chief Minister's Fellow, and as a visiting faculty member at Savitri Jotirao College. At the latter, he interacted with large numbers of first-generation learners. Knowledge, access and one's ability to speak English can make or break a student's chances. This is the divide they hope to bridge.  

[caption id="attachment_27065" align="aligncenter" width="720"]Raju Kendre | Eklavya | Chevening | Global Indian Raju with Eklavya students[/caption]

The expansion plan  

When he arrived in London, Raju understood the importance of an international experience, especially through education. "We held a workshop with 70 participants from 15 states and started a one-year programme to help students get into universities around the world," he says. They also conduct weekly sessions to train students in the application process, including writing a statement of purpose, getting letters of recommendation and all the other trimmings that are essential to getting admission abroad.  “Mentors belong to specific fields and work with two mentees each," he says.  

Over 700 students have gone to prestigious universities across India and he wants to see them shine as Chevening Scholars, to see them as recipients of prestigious fellowships. "There is an ongoing argument around reservations and whether or not they are necessary," says Raju. He is a firm proponent of the reservations system, a believer in affirmative action. "I want marginalised youth to have those opportunities too, to create tomorrow's leaders, the future voices for equality. Education is how we change the world."   

  • Follow Raju's work and Eklavya through his Linktree and on LinkedIn

Reading Time: 8 mins

Story
The thrill of jumps, an adrenaline rush, and a sport unlike others: BMX racing in Hyderabad is beginning to come of age

(September 12, 2021) After Steven Spielberg's parents divorced, he became friends with an imaginary character and used to engage in a conversation with this friend. Little did he know that this imaginary friend would one day inspire him to make a movie and that's how E.T The Extra-Terrestrial, the sci-fi movie was made and went on to become one of the highest grossing movies of all times. The plot revolves around a boy who befriends an extraterrestrial stranded on earth. The scene that would remain etched in the minds of audiences is a chase scene towards the end of the movie where ET is put in a basket with a cover over it and three of the boys' friends trying to run away from the police on their bicycles. That sequence inspired kids and adults world over to ride the bicycle popularly called the BMX (Bicycle Motocross bikes). [caption id="attachment_10018" align="aligncenter" width="484"] BMX Racing is popular in Hyderabad ((Image Courtesy: Vaqaas Mansuri)[/caption] What began in California as an imitation of motocross riders, but on bicycles, soon made its way to the Netherlands when Gerrit Does, a Dutch motocross trainer, introduced BMX in Holland after his visit to the US in

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Vaqaas Mansuri)[/caption]

What began in California as an imitation of motocross riders, but on bicycles, soon made its way to the Netherlands when Gerrit Does, a Dutch motocross trainer, introduced BMX in Holland after his visit to the US in 1974. Three decades later, in 2008, BMX racing became an Olympic sport. In 2016, BMX freestyle gained a level of legitimacy when it came under the umbrella of the worldwide governing body for all cycling, the Union Cycliste International (UCI) France.

[caption id="attachment_9952" align="aligncenter" width="553"]BMX Racing Red Bull Pump Track Championship 2019 (Image Courtesy: Vaqaas Mansuri)[/caption]

(Image Courtesy: Vaqaas Mansuri)

Circa 1980s, one could see few folks BMXing on the stairs of Mount Mary Church at Bandra, Mumbai. That was also the time when International BMX Federation was formed in 1981. Credit for starting the scene goes to Rahul Mulani who began BMXing, organized BMX jams and went on to set-up India's first BMX store. Not many may know that BMX is one of the oldest cycle sports in India but followed and practiced by very few. Expensive bikes, no proper safety gears or tracks to practice at, the BMXing has been on a slow growth among the cricket-hoot Indian masses.

However, the sport slowly made its way from an unknown urban activity to become an everyday recreational sport in cities like Pune, North Eastern India, Chandigarh and Hyderabad. Though still nascent, the BMX scene in India has its bright spots.

[caption id="attachment_10011" align="aligncenter" width="539"]BMX Racing BMX racer at Red Bull Championship 2019 (Image Courtesy: Vaqaas Mansuri)[/caption]

Avid BMX rider, Hamza Khan brought the sport to Hyderabad when he established India's first ever and only asphalt pump track, The WallRide Park, heralding the birth of the sport in the city. Hamza roped in global pioneers and pump track specialists Velosolutions Switzerland to build the track on his family-owned land in Peeran Cheruvu on the outskirts of Hyderabad. The track has a series of twists, turns and jumps and in the past few years has become a hangout for those seeking an adrenaline rush while also providing a great practice and training ground for a number of talented riders.

[caption id="attachment_9953" align="aligncenter" width="505"]BMX Racing BMX racer oiling his bike (Image Courtesy: Vaqaas Mansuri)[/caption]

Within two years of its opening, the track gained recognition from Union Cycliste Internationale (UCI) and became a stop for the Red Bull Pump Track Championship in 2019 hosting the Indian qualifier featuring riders from the country and overseas for a ticket to the finals that would be held in Switzerland. WallRide has become a place of escape for more than just the thrill-seekers. Hamza says, "The place has become more diverse with not just kids and youngsters but even adults coming to have a great time. It's fantastic to see participation in BMX continuing to grow."

However, just as things had begun to look up for the sport, COVID-19 struck and virtually every aspect of the pump track operations were completely shut down. For a niche sport such as this, bouncing back is time consuming with drain of financial resources; more so since it is self-funded with no external help either from any sporting association or the Government. However, once the unlock began, things began to improve: being an individual sport, all it needed were a few operational adjustments for the path to be cleared for training and also to safely host events. Hamza is optimistic of seeing more participation in this sport and has curated a championship exclusive to India called RevJam (Revolutionary Jam).

[caption id="attachment_9954" align="aligncenter" width="603"]Pump Track BMX racer on pump track (Image Courtesy: Vaqaas Mansuri)[/caption]

A few among the riders who train at his track are aspiring to aim for the pinnacle of all sporting events - the Olympics. Hamza adds, "Our plans are aimed at producing riders of international repute in the future and also encouraging a sustainable growth of BMX.”

Although the future of BMX in India isn't certain like many other sports in the roster, but the fact remains that from its humble beginnings it has come quite far in the past 30-40 years. And until it gains prominence there’s no sitting on the bench in this individualized sport.

[caption id="attachment_10013" align="aligncenter" width="461"]Rahul Mulani BMX racing in Hyderabad (Image Courtesy: Vaqaas Mansuri)[/caption]

Dhroov Rajpal, is one of the country's best BMXers who also builds skate parks. He feels the number of BMXers in the country is growing and they have a huge following on social media. He has built 8 skate parks in India and has a few more to come which can facilitate more newcomers to take up the sport. Dhroov himself is the BMX winner at the India Extreme Nationals conducted by Xtreme Sports Association of India – a body with official recognition formed for the purpose of developing and promoting extreme sports in India and affiliated to Asian Extreme Federation

https://www.youtube.com/watch?v=aw0XPwvuFKg

India’s BMX veteran and owner of the first BMX store, Rahul Mulani, hopes this sport gets a huge fillip as he doesn't see much happening at a desired pace in the sport. On the future of this sport he says, “As a country, we are not open to accepting some sports because of our upbringing or preference for racket/stick sports. We like to play safe. Further the sport has not caught on because of lack of infrastructure and acceptance of this genre. Anyone wishing to pursue BMX racing will have to do it pretty much on their own with no support from any sporting association. I see this sport taking some concrete shape decades from now."

Reading Time: 7 mins

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About Global Indian

Global Indian – a Hero’s Journey is an online publication which showcases the journeys of Indians who went abroad and have had an impact on India. 

These journeys are meant to inspire and motivate the youth to aspire to go beyond where they were born in a spirit of adventure and discovery and return home with news ideas, capital or network that has an impact in some way for India.

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