SlideShare a Scribd company logo
1
DATA PEOPLE
HELLO
2
INDIA’S DATA DILEMMA WITH INDIA STACK
SUNDEEP REDDY MALLU TWITTER - @SUNDEEPRM
STRATA DATA CONFERENCE. 1ST MAY 2019
3
AARUSH – THE COBBLER
Services footwear, zips and belts
Kunal Icon Road, Pimple Saudagar, Pune
Works 7 to 9 hour days
On average earns INR 750 to 850 per day
Gets 80% of his revenue via Payment
Apps #PayTM #PhonePe #UPI
Uses a mid-range mobile phone
Has a no balance bank account
Has done e-KYC to set up digital
payments
4
AARUSH – THE COBBLER
5
AVERAGE PRICE OF PER GB OF DATA
United Kingdom
USA
China
India
$6.66
$12.37
$9.89
$0.26
Country USD
Source: cable.co.uk - World wide mobile data pricing report. November 2018
6
Aadhaar
Enrolments
Unique Bank Accounts
Internet Users
1.22 Bn
582M
462M
Digital payment
transactions
monthly
$8B
By 2018, due to JAM, India embraced digital
Mobile
Connections
1.21 Bn
6
Registered Businesses
10M
7
DISRUPTION – HOW DOES IT HAPPEN
8
INDIA STACK – THE IDEA
9
There are now 1200+ Mn
mobile connections,
connecting over 700+ Mn
Unique Subscribers
Many of them are
accessing 4G internet
speeds with quotas of 1
GB/day, at a ARPU of less
than 90 Rupees.
INDIA WENT FROM 37% TO 93% TELEDENSITY IN 8 YEARS ...
Source: COAI, TRAI
10
Aadhaar has enrolled
99% of the adult
population across
India - enrolling
2M/day at its peak
AADHAAR IS THE WORLD’S LARGEST BIOMETRIC IDENTIFICATION SYSTEM
Source: UIDAI website
11
Starting with 30 Mn
accounts in Sep-2014,
India crossed 300 Mn
Jandhan accounts in Sep-
2017
10X NUMBER OF JANDHAN BANK ACCOUNTS IN 3 YEARS
Source: UIDAI website, PMJDY Website, as of Feb-
2018
Aadhaar-Seeded Bank Accounts
850 Mn
Unique Bank Account Holders
582 Mn
12
India achieved this by building Foundational
Digital platforms.
Paperless, cashless, presenceless, and with electronic
consent
13
India’s
Digital DNA
Powered at
scale by
India Stack
13
A unique digital biometric
identity with open access of
nearly a Billion users
IDENTITY LAYER
Rapidly growing base of
paperless systems with billions
of artifacts
PAPERLESS LAYER
Game changing electronic
payment systems and
transition to cashless
PAYMENTS LAYER
All B2B business of India
entities to flow through this
fabric every month
TAX LAYER
Provides a modern privacy
data sharing framework
CONSENT LAYER
14
14
A unique digital biometric identity with
open access of nearly a Billion users
IDENTITY LAYER
India’s
Digital DNA
Powered at
scale by
India Stack
15
Name
DoB/Age
Gender
Address
Mobile/Email
1234 5678 9012
Foundational
Minimal
Unique
Lifetime
AADHAAR - THE COUNTRY’S FIRST DIGITAL IDENTITY PLATFORM
Source: http://uidai.gov.in
16
AADHAAR ENROLMENT PROCESS
17
AADHAAR
Fastest (5.5 yrs) to
1b
Only Govt system
Only non-US system
8.7Yrs
1990 1995 2000 2005 2010 20151985
25Yrs
12Yrs
5.5Yrs
Windows
Office
Google
Search GMail
YouTube &
Maps
Android,
Chrome
Facebook
WhatsApp
App Store
Aadhaar
WeChat
25 Yrs
IT IS ONE OF ONLY 7 GLOBAL
PLATFORMS TO REACH A BILLION
USERS!
12 Yrs
8 Yrs
6 Yrs
8.7 Yrs
6.8 Yrs
5.5 Yrs
??
??
‘11 ‘13 ‘16
Source: http://www.cbinsights.com , portal.uidai.gov.in, wikipedia
18
18
A unique digital biometric identity with
open access of nearly a Billion users
IDENTITY LAYER
Rapidly growing base of paperless
systems with billions of artifacts
AUTH LAYER
India’s
Digital DNA
Powered at
scale by
India Stack
19
ELIMINATES
PHYSICAL PRESENCE
Are you who you claim to be?
ONLY a yes/no answer
Anytime anywhere
ELIMINATES PAPER BASED
KNOW YOUR CUSTOMER
ONLY done with authentication
No more fake documents
Anytime anywhere
AADHAAR - IDENTITY APIS ENABLE PRESENCE-LESS AND
PAPERLESS VERIFICATION
Authentication Electronic KYC
Source: http://uidai.gov.in
20
Aadhaar
Authentication is
being used to:
Open bank
accounts,
Get SIM cards,
Mark attendance of
public sector
employees,
....And many more
uses
10 Bn Aadhaar Authentications in 2017 - 8 Bn till Aug 2018!
Source: UIDAI website
21
AUTHENTICATION VIA BIOMETRIC OR MOBILE BASED OTP
22
22
A unique digital biometric identity with
open access of nearly a Billion users
IDENTITY LAYER
Rapidly growing base of paperless
systems with billions of artifacts
AUTH LAYER
Game changing electronic payment
systems and
transition to cashless
PAYMENTS LAYER
India’s
Digital DNA
Powered at
scale by
India Stack
23
23
Pre-2016, most
Indians still
transacted in cash
because of:
➔ Fragmented digital
payment modes
➔ Complexity
➔ High cost of
transactions
<15%
Transactions are
Digital Payments
<10%
Bills are paid online
Source: Google-
BCG report
<2 POS
/1000 Debit Cards
24
Single Payment
Address
Minimal Issuer/Acquirer
Cost
Universally interoperable
UNIFIED PAYMENTS INTERFACE STANDARDIZED LANGUAGE OF MONEY
TRANSFER
@Anyone with a bank or mobile money account
can send money to any other account in
India!
No need to disclose account information.
Allows account portability, enhances privacy.
Smartphone replaces card and
Payment Address replaces PoS
machine!
We created a foundational, Interoperable, multi-provider instant money
exchange framework
Source: http://npci.org.in
Mobile First Payments
To leverage the increasing
proliferation of mobile phones
25
More transactions per
month on UPI in 18
months than on Credit
and Debit Cards after
nearly 40 years!
UPI is the fastest growing digital payments platform globally
Source: RBI website
512 Mn Txns &
12B $ in Nov
2018
26
26
A unique digital biometric identity with
open access of nearly a Billion users
IDENTITY LAYER
Rapidly growing base of paperless
systems with billions of artifacts
AUTH LAYER
Game changing electronic payment
systems and
transition to cashless
PAYMENTS LAYER
Online electronic signature service & a
digital locker for documents
PAPERLESS LAYER
India’s
Digital DNA
Powered at
scale by
India Stack
27
Digital Locker - eliminating paper!
Machine-readable
documents
Digitally protected
2.3 Bn documents
issued
Source: https://digilocker.gov.in
Multi-
provider
Digital
Locker
Ecosyste
m
Issuer Requestor
Users
Issues
Documents
Digitally
Accesses
Documents
Online
Approves
Access
No Physical
Papers
No Fake
Documents
28
Digital Locker - eliminating paper!
Machine-readable
documents
Digitally protected
2.3 Bn documents
issued
Source: https://digilocker.gov.in
Multi-
provider
Digital
Locker
Ecosyste
m
Issuer Requestor
Users
Issues
Documents
Digitally
Accesses
Documents
Online
Approves
Access
No Physical
Papers
No Fake
Documents
29
29
A unique digital biometric identity with
open access of nearly a Billion users
IDENTITY LAYER
Rapidly growing base of paperless
systems with billions of artifacts
AUTH LAYER
Game changing electronic payment
systems and
transition to cashless
PAYMENTS LAYER
Online electronic signature service & a
digital locker for documents
PAPERLESS LAYER
Provides a modern privacy-enhancing
data sharing framework based on
electronic consent
CONSENT LAYER
India’s
Digital DNA
Powered at
scale by
India Stack
30
DP #1
DP #2
DP #3
DP #N
Consent
Collector
Data Providers
E2E Encrypted Data Flow
based on User Consent
Data Access
Notifications
A new consent based Data Empowerment approach!
Consent to
share data
Registry
DC #1
DC #2
DC #3
DC #N
Data Consumers
Request for DataRequest for Data
Electronic Consent
Artefact
Authorization via 2-fa
31
The Account Aggregator
will facilitate consented sharing of financial information in real-time
Bank
Mutual Fund
House
Insurance
Provider
Tax / GST
Platform
Flow-Based Credit
Personal Finance
Management
Wealth
Management
Robo Advisors
Financial Information Providers Financial Information Users
Financial
Data
Access
Fiduciary
(NBFC Account
Aggregator)
Nandan Nilekani, 2018 31
Request for Data
Consent to Share
Encrypted Data Flow
E2E Encrypted Data Flow
based on User Consent
Data Access
Notifications
Consent to
share data
Request for Data
Electronic
Consent
Artefact
32
This is not a
pipe dream!
India has enabled very
high volume, high trust,
low cost, bit-sized, real-
time digital transactions,
anytime, anywhere on
any device for 1.3 Billion
indians
1.23 Bn
Digital Identity
Holders
900 Mn (monthly)
500 Mn (unique users)
674 Mn (monthly)
3.5 Bn
Digital Docs
33 Mn
e-Signatures
A unique digital biometric identity with
open access of nearly a Billion users
IDENTITY LAYER
Rapidly growing base of paperless
systems with billions of artifacts
AUTH LAYER
Game changing electronic payment
systems and
transition to cashless
PAYMENTS LAYER
Online electronic signature service
available in the hands of every Indian
SIGNATURE LAYER
Provides a modern privacy-enhancing
data sharing framework based on
electronic consent
CONSENT LAYER
33
REALIZED / STATED BENEFITS OF INDIA STACK
1. Linking of Direct Benefit Transfer (DBT) to
Aadhaar – plugs leakage
1. NREGA in AP leakage reduced by 10%
2. LPG subsidy transferred via DBT reduced
purchase by 11%
2. Access to micro-credit
1. Small time vendors opting for Digital
transaction being offered credit without
submitting applications
3. Lower transaction cost
1. Manual KYC to e-KYC – 1 day to 4 minutes
2. Bank Customer onboarding 6 days to 1 hour
34
INDIA BECOMING DATA RICH FROM DATA POOR
India is a true
Data Democracy
today
35
THE DO NO HARM TEST
People shouldn’t be afraid of their government. Governments should be afraid
of their people – Alan Moore, V for Vendetta
36
IDENTITY LAYER - AADHAAR
1. Denial of Civil Rights
2. Citizens cannot access pension,
ration, wages and Vote
3. The de-duplication algorithm does
not work as expected
4. No synchronization of government
databases.
5. Folks being registered without IRIS
and finger prints
6. No clarity between Central or state
government, Supreme Court, RBI
37
AUTH LAYER
1. High failure rate in authentication
2. No information of why an authentication failed
3. Key government services were being denied due to auth failure. In
some cases more than months.
4. Lack of transparency in approach being used for authentication and
information storage
5. Need or capture of finger prints at periodic intervals
6. Falsification of fingerprint for Attendance Verification System. Dummy
finger prints available for as low as INR 15 / finger
38
PROJECT SAVINGS – NO SUBSTANTIATION
1. World Bank figure of $11 billion per year, no substantiation. An
extrapolation based on two small studies
2. No government audit report confirming savings attributed to
Aadhaar alone
39
CONSENT LAYER
1. Companies taking consent for one function but using the information
for other purposes
2. No option for citizens to opt of given consent easily
3. Companies know MORE about citizens that citizens themselves. This
creates incentive for companies to take decisions that are not
transparent
4. Aadhaar based identify fraud instances are being reported. There is
no Data Protection Framework/law. A draft was published in 2018. If
you digital Identity is compromised there is not legal safeguards.
40
I‘ll be more than happy to hear your
?s
THAT IS ALL FOR TODAY – THE DILEMMA CONTINUES
41
RATE TODAY ’S SESSION
Session page on conference website O’Reilly Events App
42
CREDITS, SOURCES & THANK YOU
1. UIDAI Website
2. PMJDY website
3. RBI website
4. NPCI website
5. Ispirit Foundation website
6. TRAI website
7. MEITY website – Personal Data Protection Bill 2018
8. Tanuj Bhojwani
9. Siddharth Shetty
10. Pramod K Varma (@pramodkvarma)
11. Srinivas Kodali (@digitaldutta)
12. V. Anand (@iam_anandv)
13. Malavika Raghavan (@teninthemorning)
14. Elliot Alderson (@fs0c131y)
15. Venkatesh Hariharan (@VenkyHariharan)
16. Newspapers – The Hindu, Economic times, Dailyo.in, scroll.in
17. Youtube.com
18. Slideshare.com
19. Aarush Thakur
20. Anil Shankar Dani
21. Many others who shaped my understanding during research on this topic but can’t
recollect to list them down. Thank you to you all as well.

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India's Data Dilemma with India Stack

  • 2. 2 INDIA’S DATA DILEMMA WITH INDIA STACK SUNDEEP REDDY MALLU TWITTER - @SUNDEEPRM STRATA DATA CONFERENCE. 1ST MAY 2019
  • 3. 3 AARUSH – THE COBBLER Services footwear, zips and belts Kunal Icon Road, Pimple Saudagar, Pune Works 7 to 9 hour days On average earns INR 750 to 850 per day Gets 80% of his revenue via Payment Apps #PayTM #PhonePe #UPI Uses a mid-range mobile phone Has a no balance bank account Has done e-KYC to set up digital payments
  • 5. 5 AVERAGE PRICE OF PER GB OF DATA United Kingdom USA China India $6.66 $12.37 $9.89 $0.26 Country USD Source: cable.co.uk - World wide mobile data pricing report. November 2018
  • 6. 6 Aadhaar Enrolments Unique Bank Accounts Internet Users 1.22 Bn 582M 462M Digital payment transactions monthly $8B By 2018, due to JAM, India embraced digital Mobile Connections 1.21 Bn 6 Registered Businesses 10M
  • 7. 7 DISRUPTION – HOW DOES IT HAPPEN
  • 8. 8 INDIA STACK – THE IDEA
  • 9. 9 There are now 1200+ Mn mobile connections, connecting over 700+ Mn Unique Subscribers Many of them are accessing 4G internet speeds with quotas of 1 GB/day, at a ARPU of less than 90 Rupees. INDIA WENT FROM 37% TO 93% TELEDENSITY IN 8 YEARS ... Source: COAI, TRAI
  • 10. 10 Aadhaar has enrolled 99% of the adult population across India - enrolling 2M/day at its peak AADHAAR IS THE WORLD’S LARGEST BIOMETRIC IDENTIFICATION SYSTEM Source: UIDAI website
  • 11. 11 Starting with 30 Mn accounts in Sep-2014, India crossed 300 Mn Jandhan accounts in Sep- 2017 10X NUMBER OF JANDHAN BANK ACCOUNTS IN 3 YEARS Source: UIDAI website, PMJDY Website, as of Feb- 2018 Aadhaar-Seeded Bank Accounts 850 Mn Unique Bank Account Holders 582 Mn
  • 12. 12 India achieved this by building Foundational Digital platforms. Paperless, cashless, presenceless, and with electronic consent
  • 13. 13 India’s Digital DNA Powered at scale by India Stack 13 A unique digital biometric identity with open access of nearly a Billion users IDENTITY LAYER Rapidly growing base of paperless systems with billions of artifacts PAPERLESS LAYER Game changing electronic payment systems and transition to cashless PAYMENTS LAYER All B2B business of India entities to flow through this fabric every month TAX LAYER Provides a modern privacy data sharing framework CONSENT LAYER
  • 14. 14 14 A unique digital biometric identity with open access of nearly a Billion users IDENTITY LAYER India’s Digital DNA Powered at scale by India Stack
  • 15. 15 Name DoB/Age Gender Address Mobile/Email 1234 5678 9012 Foundational Minimal Unique Lifetime AADHAAR - THE COUNTRY’S FIRST DIGITAL IDENTITY PLATFORM Source: http://uidai.gov.in
  • 17. 17 AADHAAR Fastest (5.5 yrs) to 1b Only Govt system Only non-US system 8.7Yrs 1990 1995 2000 2005 2010 20151985 25Yrs 12Yrs 5.5Yrs Windows Office Google Search GMail YouTube & Maps Android, Chrome Facebook WhatsApp App Store Aadhaar WeChat 25 Yrs IT IS ONE OF ONLY 7 GLOBAL PLATFORMS TO REACH A BILLION USERS! 12 Yrs 8 Yrs 6 Yrs 8.7 Yrs 6.8 Yrs 5.5 Yrs ?? ?? ‘11 ‘13 ‘16 Source: http://www.cbinsights.com , portal.uidai.gov.in, wikipedia
  • 18. 18 18 A unique digital biometric identity with open access of nearly a Billion users IDENTITY LAYER Rapidly growing base of paperless systems with billions of artifacts AUTH LAYER India’s Digital DNA Powered at scale by India Stack
  • 19. 19 ELIMINATES PHYSICAL PRESENCE Are you who you claim to be? ONLY a yes/no answer Anytime anywhere ELIMINATES PAPER BASED KNOW YOUR CUSTOMER ONLY done with authentication No more fake documents Anytime anywhere AADHAAR - IDENTITY APIS ENABLE PRESENCE-LESS AND PAPERLESS VERIFICATION Authentication Electronic KYC Source: http://uidai.gov.in
  • 20. 20 Aadhaar Authentication is being used to: Open bank accounts, Get SIM cards, Mark attendance of public sector employees, ....And many more uses 10 Bn Aadhaar Authentications in 2017 - 8 Bn till Aug 2018! Source: UIDAI website
  • 21. 21 AUTHENTICATION VIA BIOMETRIC OR MOBILE BASED OTP
  • 22. 22 22 A unique digital biometric identity with open access of nearly a Billion users IDENTITY LAYER Rapidly growing base of paperless systems with billions of artifacts AUTH LAYER Game changing electronic payment systems and transition to cashless PAYMENTS LAYER India’s Digital DNA Powered at scale by India Stack
  • 23. 23 23 Pre-2016, most Indians still transacted in cash because of: ➔ Fragmented digital payment modes ➔ Complexity ➔ High cost of transactions <15% Transactions are Digital Payments <10% Bills are paid online Source: Google- BCG report <2 POS /1000 Debit Cards
  • 24. 24 Single Payment Address Minimal Issuer/Acquirer Cost Universally interoperable UNIFIED PAYMENTS INTERFACE STANDARDIZED LANGUAGE OF MONEY TRANSFER @Anyone with a bank or mobile money account can send money to any other account in India! No need to disclose account information. Allows account portability, enhances privacy. Smartphone replaces card and Payment Address replaces PoS machine! We created a foundational, Interoperable, multi-provider instant money exchange framework Source: http://npci.org.in Mobile First Payments To leverage the increasing proliferation of mobile phones
  • 25. 25 More transactions per month on UPI in 18 months than on Credit and Debit Cards after nearly 40 years! UPI is the fastest growing digital payments platform globally Source: RBI website 512 Mn Txns & 12B $ in Nov 2018
  • 26. 26 26 A unique digital biometric identity with open access of nearly a Billion users IDENTITY LAYER Rapidly growing base of paperless systems with billions of artifacts AUTH LAYER Game changing electronic payment systems and transition to cashless PAYMENTS LAYER Online electronic signature service & a digital locker for documents PAPERLESS LAYER India’s Digital DNA Powered at scale by India Stack
  • 27. 27 Digital Locker - eliminating paper! Machine-readable documents Digitally protected 2.3 Bn documents issued Source: https://digilocker.gov.in Multi- provider Digital Locker Ecosyste m Issuer Requestor Users Issues Documents Digitally Accesses Documents Online Approves Access No Physical Papers No Fake Documents
  • 28. 28 Digital Locker - eliminating paper! Machine-readable documents Digitally protected 2.3 Bn documents issued Source: https://digilocker.gov.in Multi- provider Digital Locker Ecosyste m Issuer Requestor Users Issues Documents Digitally Accesses Documents Online Approves Access No Physical Papers No Fake Documents
  • 29. 29 29 A unique digital biometric identity with open access of nearly a Billion users IDENTITY LAYER Rapidly growing base of paperless systems with billions of artifacts AUTH LAYER Game changing electronic payment systems and transition to cashless PAYMENTS LAYER Online electronic signature service & a digital locker for documents PAPERLESS LAYER Provides a modern privacy-enhancing data sharing framework based on electronic consent CONSENT LAYER India’s Digital DNA Powered at scale by India Stack
  • 30. 30 DP #1 DP #2 DP #3 DP #N Consent Collector Data Providers E2E Encrypted Data Flow based on User Consent Data Access Notifications A new consent based Data Empowerment approach! Consent to share data Registry DC #1 DC #2 DC #3 DC #N Data Consumers Request for DataRequest for Data Electronic Consent Artefact Authorization via 2-fa
  • 31. 31 The Account Aggregator will facilitate consented sharing of financial information in real-time Bank Mutual Fund House Insurance Provider Tax / GST Platform Flow-Based Credit Personal Finance Management Wealth Management Robo Advisors Financial Information Providers Financial Information Users Financial Data Access Fiduciary (NBFC Account Aggregator) Nandan Nilekani, 2018 31 Request for Data Consent to Share Encrypted Data Flow E2E Encrypted Data Flow based on User Consent Data Access Notifications Consent to share data Request for Data Electronic Consent Artefact
  • 32. 32 This is not a pipe dream! India has enabled very high volume, high trust, low cost, bit-sized, real- time digital transactions, anytime, anywhere on any device for 1.3 Billion indians 1.23 Bn Digital Identity Holders 900 Mn (monthly) 500 Mn (unique users) 674 Mn (monthly) 3.5 Bn Digital Docs 33 Mn e-Signatures A unique digital biometric identity with open access of nearly a Billion users IDENTITY LAYER Rapidly growing base of paperless systems with billions of artifacts AUTH LAYER Game changing electronic payment systems and transition to cashless PAYMENTS LAYER Online electronic signature service available in the hands of every Indian SIGNATURE LAYER Provides a modern privacy-enhancing data sharing framework based on electronic consent CONSENT LAYER
  • 33. 33 REALIZED / STATED BENEFITS OF INDIA STACK 1. Linking of Direct Benefit Transfer (DBT) to Aadhaar – plugs leakage 1. NREGA in AP leakage reduced by 10% 2. LPG subsidy transferred via DBT reduced purchase by 11% 2. Access to micro-credit 1. Small time vendors opting for Digital transaction being offered credit without submitting applications 3. Lower transaction cost 1. Manual KYC to e-KYC – 1 day to 4 minutes 2. Bank Customer onboarding 6 days to 1 hour
  • 34. 34 INDIA BECOMING DATA RICH FROM DATA POOR India is a true Data Democracy today
  • 35. 35 THE DO NO HARM TEST People shouldn’t be afraid of their government. Governments should be afraid of their people – Alan Moore, V for Vendetta
  • 36. 36 IDENTITY LAYER - AADHAAR 1. Denial of Civil Rights 2. Citizens cannot access pension, ration, wages and Vote 3. The de-duplication algorithm does not work as expected 4. No synchronization of government databases. 5. Folks being registered without IRIS and finger prints 6. No clarity between Central or state government, Supreme Court, RBI
  • 37. 37 AUTH LAYER 1. High failure rate in authentication 2. No information of why an authentication failed 3. Key government services were being denied due to auth failure. In some cases more than months. 4. Lack of transparency in approach being used for authentication and information storage 5. Need or capture of finger prints at periodic intervals 6. Falsification of fingerprint for Attendance Verification System. Dummy finger prints available for as low as INR 15 / finger
  • 38. 38 PROJECT SAVINGS – NO SUBSTANTIATION 1. World Bank figure of $11 billion per year, no substantiation. An extrapolation based on two small studies 2. No government audit report confirming savings attributed to Aadhaar alone
  • 39. 39 CONSENT LAYER 1. Companies taking consent for one function but using the information for other purposes 2. No option for citizens to opt of given consent easily 3. Companies know MORE about citizens that citizens themselves. This creates incentive for companies to take decisions that are not transparent 4. Aadhaar based identify fraud instances are being reported. There is no Data Protection Framework/law. A draft was published in 2018. If you digital Identity is compromised there is not legal safeguards.
  • 40. 40 I‘ll be more than happy to hear your ?s THAT IS ALL FOR TODAY – THE DILEMMA CONTINUES
  • 41. 41 RATE TODAY ’S SESSION Session page on conference website O’Reilly Events App
  • 42. 42 CREDITS, SOURCES & THANK YOU 1. UIDAI Website 2. PMJDY website 3. RBI website 4. NPCI website 5. Ispirit Foundation website 6. TRAI website 7. MEITY website – Personal Data Protection Bill 2018 8. Tanuj Bhojwani 9. Siddharth Shetty 10. Pramod K Varma (@pramodkvarma) 11. Srinivas Kodali (@digitaldutta) 12. V. Anand (@iam_anandv) 13. Malavika Raghavan (@teninthemorning) 14. Elliot Alderson (@fs0c131y) 15. Venkatesh Hariharan (@VenkyHariharan) 16. Newspapers – The Hindu, Economic times, Dailyo.in, scroll.in 17. Youtube.com 18. Slideshare.com 19. Aarush Thakur 20. Anil Shankar Dani 21. Many others who shaped my understanding during research on this topic but can’t recollect to list them down. Thank you to you all as well.