mobile analytics in context: ankit jain keynote at brand week istanbul 2016

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Ankit Jain, VP Special Projects Mobile Analytics Ankit Jain - VP, Special Projects, SimilarWeb @jain_ankit in Context

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Page 1: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Mobile Analytics

Ankit Jain - VP, Special Projects, SimilarWeb @jain_ankit

in Context

Page 2: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

About Me

Page 3: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

The Market Intelligence Company of the Digital World

Page 4: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

EVERY WEBSITE

✓ Traffic Metrics

✓ Traffic Sources

✓ Audience

✓ Industry

✓ Content

✓ Rating

✓ Engagement

✓ App Store

✓ App Store

✓ Keywords

EVERY MOBILE APP

PRO

Page 5: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

PRO

Serves:

Page 6: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Trusted & loved by these brands:

AIRLINE & TRAVEL E-COMMERCE INTERNET & TELECOMFINANCE & RESEARCH

Page 7: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Importance of Analytics (in Context)

Problem: Analytics are ubiquitous & success is relative

“Up and to the right” is successful

What if everyone is going “up and to the right”?

What if my “up and to the right” is not as steep as my industry or competition?

Page 8: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

USER JOURNEY

1 Acquisition

2 Personalization

3 Feedback

4 Retention

Page 9: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

CPM by Industry

Categories

CPM

$0.00

$0.40

$0.80

$1.20

$1.60

Games Entertainment Tools & Utilities Social News

$0.41$0.42

$0.65

$0.82

$1.53

CPM by Industry

Categories

CPM

$0.00

$0.40

$0.80

$1.20

$1.60

Games Entertainment Tools & Utilities Social News

$0.41$0.42

$0.65

$0.82

$1.53

Source: Manage

Ad Cost BENCHMARKS

Page 10: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Acquisition

From Ad to App

Source:

Page 11: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Search for hotels in Seattle

Source:

Page 12: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Search for hotels in Seattle

Click ad

Source:

Page 13: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Search for hotels in Seattle

Click ad

Install app

Source:

Page 14: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Search for hotels in Seattle

Click ad

Install app

Source:

Page 15: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source:

16%

Cost per install

18%

Install to booking rate conversion

Page 16: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Deep Linking BENCHMARKS

Deep Linking Popularity by App Category

Categories

Popu

lari

ty

Deep Linking Popularity by App Category

Categories

Popu

lari

ty

Source: Adjust

Shop

ping

Mus

ic

Life

styl

e

Trav

el

Food

& D

rink

s

Prod

uctiv

ity

Spor

ts

Gam

es

Util

ities

New

s

Educ

atio

n

Nav

igat

ion

Ente

rtai

nmen

t

Page 17: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Deep Linking BENCHMARKS

Deep Linking Popularity by Type

Type

Popu

lari

ty

Catalog Item Promo Open App Content Category Page

Deep Linking Popularity by Type

Type

Popu

lari

ty

Catalog Item Promo Open App Content Category Page

Source: Adjust

Page 18: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

USER JOURNEY

1 Acquisition

2 Personalization

3 Feedback

4 Retention

Page 19: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Personalization

Home Screen Personalization

Source:

Page 20: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source:

Page 21: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

‘My’ Feed

Showing only content users have saved

Source:

Page 22: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Curated Feed

Showing only recommended content

Source:

Page 23: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

SOLUTION

Magic Feed shows user’s saved content & recommended content

Source:

Page 24: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source:

27%

Product Saves (per user and per session)

Time Spent in App

Page 25: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Personalization

Re-Engagement Campaigns

Source:

Page 26: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source:

Page 27: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

88%

Open Rate

Page 28: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Data based on aggregate data queries. Source: LeanPlum

Push Notifications BENCHMARKS

The Power of Personalized Notifications

4x

Open Rates Personalized: 5.9%

Generic blasts: 1.5%

7x

Retention

Page 29: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Personalization

Timely push notifications

Source:

Page 30: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

DURATION

WeekdaysLOCATION

North America

Push Notification Open Rates

OPTIMAL TIME 6-9pm

Source:

Page 31: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source:

Page 32: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

User B Receives it 8 hours later

Source:

User A Receives it right before midnight

Page 33: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source:

16%

Open Rate

17%

Revenue

(for Optimal Time test group)

Page 34: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Push Notifications BENCHMARKS

Open Rates by App Category

App Category

Ope

n Ra

tes

0%

2%

5%

7%

9%

Open Rates by App Category

App Category

Ope

n Ra

tes

0%

2%

5%

7%

9%

Source: Leanplum

Fina

nce

Soci

al N

etw

orki

ng

Educ

atio

n

New

s

Food

& D

rink

s

Nav

igat

ion

Hea

lthca

re &

Fitn

ess

Util

ities

Shop

ping

Spor

ts

Mus

ic Phot

ogra

phy

Trav

el

Gam

es

Page 35: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Push Notifications BENCHMARKS

Notification Opt-In Rates by Platform

Aver

age

Opt

-In R

ate

0%

20%

40%

60%

80%

Notification Opt-In Rates by Platform

Aver

age

Opt

-In R

ate

0%

20%

40%

60%

80%

Android iOS

Platform Source: Kahuna

Page 36: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

USER JOURNEY

1 Acquisition

2 Personalization

3 Feedback

4 Retention

Page 37: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

USER JOURNEY

1 Acquisition

2 Personalization

3 Feedback

4 Retention

Page 38: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Feedback

Surveys & Rating Prompts

Page 39: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Page 40: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Page 41: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Question

Gauge user’s happiness with the app

Page 42: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Question

Gauge user’s happiness with the app

Page 43: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Rating Prompt

For Happy Users

Page 44: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Question

Gauge user’s happiness with the app

Page 45: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Feedback Prompt

For Unhappy Users

Page 46: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Page 47: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source: Apptentive

Ratings BENCHMARKS

Page 48: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source: Apptentive

Ratings BENCHMARKS

Page 49: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source: Apptentive

BENCHMARKSReviews

Average Number of Reviews

Category

Num

ber

of R

evie

ws

0

22,500

45,000

67,500

90,000

Lifestyle Entertainment Shopping Food & Drink Productivity

Average Number of Reviews

Category

Num

ber

of R

evie

ws

0

22,500

45,000

67,500

90,000

Lifestyle Entertainment Shopping Food & Drink Productivity

Page 50: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Source: Apptentive

BENCHMARKSReviews

Survey Response Rates

Category

Surv

ey R

espo

nse

Rate

0%

5%

10%

15%

20%

Lifestyle Entertainment Shopping Food & Drink Productivity

Survey Response Rates

Category

Surv

ey R

espo

nse

Rate

0%

5%

10%

15%

20%

Lifestyle Entertainment Shopping Food & Drink Productivity

Page 51: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

USER JOURNEY

1 Acquisition

2 Personalization

3 Feedback

4 Retention

Page 52: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Retention

Key Metrics

Page 53: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Mobile App Usage BENCHMARKS

A user uses an average of

13 appson their phone

each day

A user spends an average of

4 hourson their phone

each day

Based on analysis of usage data of millions of Android users worldwide in June 2015. We computed the average app usage statistics per user

and extrapolated the results to 1B users around the world.

Source:

Page 54: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Time Spent Daily in App BENCHMARKS

11%1%1%2%

4%

5%

6%

8%

20%

42%

CommunicationSocialGamesMedia & VideoToolsPhotographyMusic & AudioNews & MagazinesEntertainmentOther

1%1%

2%

Average Percentage of Time Spent Daily in App Categories Worldwide

Based on analysis of usage data of millions of Android users worldwide in June 2015. We computed the average app usage statistics per user

and extrapolated the results to 1B users around the world.

Source:

Page 55: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Session Lengths BENCHMARKS

Source: SimilarWeb

Average Daily App Usage per Category

Aver

age

Dai

ly A

pp U

sage

(min

utes

)

0

5

10

15

20

25

Gam

esTo

ols

Soci

alCo

mm

unic

atio

nLi

fest

yle

Dat

ing

Vide

o Pl

ayer

sCo

mic

sPr

oduc

tivity

Book

s &

Ref

eren

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edia

and

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usic

& A

udio

Educ

atio

nN

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agaz

ines

Ente

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tBu

sine

ssH

ealth

& F

itnes

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aps

& N

avig

atio

nAu

to &

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icle

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orts

Phot

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phy

Art &

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ign

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ents

Libr

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s &

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od &

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nkH

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ome

Wea

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ty

Average Daily App Usage per Category

Aver

age

Dai

ly A

pp U

sage

(min

utes

)

0

5

10

15

20

25

Gam

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Art &

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ome

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Beau

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Turkey

Page 56: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Session Lengths BENCHMARKS

Source: SimilarWeb

Average Daily App Usage per Category

Aver

age

Dai

ly A

pp U

sage

(min

utes

)

0

5

10

15

20

25

Gam

esTo

ols

Soci

alCo

mm

unic

atio

nLi

fest

yle

Dat

ing

Vide

o Pl

ayer

sCo

mic

sPr

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tivity

Book

s &

Ref

eren

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Vid

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& A

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ews

& M

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ealth

& F

itnes

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aps

& N

avig

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icle

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orts

Phot

ogra

phy

Art &

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Pare

ntin

gSh

oppi

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avel

& L

ocal

Med

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nEv

ents

Libr

arie

s &

Dem

oFo

od &

Dri

nkH

ouse

& H

ome

Wea

ther

Beau

ty

Average Daily App Usage per Category

Aver

age

Dai

ly A

pp U

sage

(min

utes

)

0

5

10

15

20

25

Gam

esTo

ols

Soci

alCo

mm

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US

Page 57: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Number of Sessions BENCHMARKS

Source: SimilarWeb

Average Number of Sessions per Day per Category

Aver

age

Num

ber

of S

essi

ons

0

2

4

6

8

10

Tool

sCo

mm

unic

atio

nLi

fest

yle

Soci

alPr

oduc

tivity

Fina

nce

Mus

ic &

Aud

ioBu

sine

ssH

ealth

& F

itnes

sD

atin

gM

edia

& V

ideo

Phot

ogra

phy

New

s &

Mag

azin

esVi

deo

Play

ers

Auto

& V

ehic

les

Spor

tsG

ames

Ente

rtai

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eath

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ucat

ion

Map

s &

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igat

ion

Pare

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& R

efer

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Libr

arie

s &

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Tran

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alCo

mic

sSh

oppi

ngAr

t & D

esig

nEv

ents

Beau

tyFo

od &

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nkH

ouse

& H

ome

Average Number of Sessions per Day per Category

Aver

age

Num

ber

of S

essi

ons

0

2

4

6

8

10

Tool

sCo

mm

unic

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nLi

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Fina

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ome

Turkey

Page 58: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Number of Sessions BENCHMARKS

Source: SimilarWeb

Average Number of Sessions per Day per Category

Aver

age

Num

ber

of S

essi

ons

0

2

4

6

8

10

Tool

sCo

mm

unic

atio

nLi

fest

yle

Soci

alPr

oduc

tivity

Fina

nce

Mus

ic &

Aud

ioBu

sine

ssH

ealth

& F

itnes

sD

atin

gM

edia

& V

ideo

Phot

ogra

phy

New

s &

Mag

azin

esVi

deo

Play

ers

Auto

& V

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Spor

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ames

Ente

rtai

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eath

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Map

s &

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ouse

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ome

Average Number of Sessions per Day per Category

Aver

age

Num

ber

of S

essi

ons

0

2

4

6

8

10

Tool

sCo

mm

unic

atio

nLi

fest

yle

Soci

alPr

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Fina

nce

Mus

ic &

Aud

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atin

gM

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Phot

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ome

US

Page 59: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Uninstalls BENCHMARKS

Source: SimilarWeb

Average app retains 23% of DAU in first 3 days after installation

DAYS

0 - 3

This is where the majority of users will decide to stop using an app

DAYS

3 - 7

Page 60: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Uninstalls BENCHMARKS

Source: SimilarWeb

After 3 months, usage retention plummets to 9%, on average

DAYS

8 - 90

Uninstall age for an average app is 8 months

MONTHS

8

Page 61: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Uninstalls BENCHMARKS

Usage Retention by App Category

Perc

enta

ge o

f Act

ive

Use

rs

0%

25%

50%

75%

100%

Days

1 30 59 88 90

News & MagazinesCommunicationSocialProductivityMusic & AudioMedia & VideoHealth & FitnessPhotography

Source: SimilarWeb

Page 62: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Mobile Analytics in Context

• Understand your users and their context

• Understand your analytics as part of a bigger picture

• Reiterate your brand values every step of the way

Page 63: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Special Thanks

Page 64: Mobile Analytics in Context: Ankit Jain Keynote at Brand Week Istanbul 2016

Ankit Jain, VP Special Projects

Thank YouAnkit Jain - VP, Special Projects

[email protected] @jain_ankit

Slides at https://bit.ly/bwitalk