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Last updated: 11 September 2018
Is Cambodia ready for AI?

Prepared for Southeast Asia Tech event
Phnom Penh
Hi.

My name is 
Andries De Vos

CEO of www.slash.co 

 2
Product Foundry

We build
- Client products
- Our own startups
- AI & Blockchain
www.slash.co
3
PART 1
What is AI, why it matters

4
5
From Artificial Power

To

Artificial Intelligence
6
AI

Last updated: 3 May 2017
Our talk at Startup Jungle: https://bit.ly/2k9Zn7B
7
TRADITIONAL SOFTWARE =
EXPERT SYSTEMS
engineer tells them how to do it
by programming rules
8
9
Limits of expert systems: DARPA car challenge
2004: 0 finish 2005: 5 finish
10
11
With AI, we as humans don’t
tell the machine what to do.
Not rule-based expert,
but data-based.
WEAK AI
STRONG AI
2 types of AI
12
Type 1: “Weak AI”
Specific tasks, good tool
13
Type 2: “Strong AI”
General intelligence, super-human
14
WEAK AI
FOCUS OF THE TALK
15
A (Input)
Examples:
Email
Image
Audio
English
Text
B (Response)
Spam (0/1)
Object (cats, dogs etc)
Text (speech recognition)
Khmer
Audio (A, B etc)
16
“MACHINE LEARNING”
17
The majority of AI applications.
Example of data clustering
18
Example of data clustering 
with AI “Neural Network”
19
Layer 2Layer 1 Layer 3 Layer 4
Each data classification
problem is different
We need a lot of AI models
or ‘algorithms’
This can get complex
20
21
CATS & DOGS
ALGORITHM
MANGO FARM
ALGORITHM
ILLUSTRATIVE /
(over-simplification)
22
Many 
layers 
(1-1000s) 
Improve
ACCURACY
ILLUSTRATIVE /
(over-simplification)
23
Some
examples
A FEW EXAMPLES OF AI
24
IMAGE RECOGNITION
25
26
27
28
AUTONOMOUS SYSTEMS
29
30
EMAIL REPLIES
31
32
MESSAGING “CHATBOTS”
33
34
35
VOICE ASSISTANT
36
37
38
THINK YOU CAN IGNORE AI?
THINK AGAIN
39
FROM
MOBILE FIRST 

TO 

AI FIRST
40
41
PART 2
Developing AI engineers in
Cambodia

42
Is Cambodia ready for AI?

43
44
YES , CAMBODIA IS READY
Classify & Clean
Big Data
Smart
Recommendations
Chatbots for Staff,
Customers, Students
Prediction Systems
e-KYC
(Know Your Customer)
Monitoring
Fraud Detection etc
Mapping
2 challenges to start with AI
Access to Data Access to Talent
45
46
47
Cambodia is still a paper society
48
5 DATA strategies
for Cambodia
49
#1 The future is Analog Digital
50
#2 Regulation to support PAPERLESS *
* For example: digital signatories, accounting, e-KYC, e-AML etc
51
#3 Accuracy of Khmer language processing
52
#4 Use EXISTING data and open it to the
community (e.g data.gov.kh)
53
#5 Use international AI solutions, localize
for Cambodia
ស"ស#$
54
Limited AI skills in Cambodia
Do you need a PhD
in Machine Learning?
No, not for applied AI.
55
56
CATS & DOGS
ALGORITHM
MANGO FARM
ALGORITHM
Remember:
AI algorithms are optimized
for different problems
57
58
Solves problem 1
Solves problem 2
Solves problem 3
Illustration of AI Neural Networks:
How do you know what AI
algorithms to use for YOUR
problem?
59
60
by
AutoML
chooses the best algorithm
for you
61
62
This is a BIG deal
63
Soon, applied AI will be less
about research and PhDs
and more about Product
Engineering and Data
64
65
3 AI TALENT strategies
for Cambodia
#1 Cambodia,
believe in yourself
66
67
DON’T BE A PANGOLIN !!
68
DON’T WAIT FOR A CERTIFICATE !!
69
LOVE TO LEARN !!
70
Small markets
can make progress fast
and can leapfrog solutions
71
72
#2 Universities to innovate curriculum,
use EdTech and engage industry partners
AI Master course
73
74
75
#3 Businesses to invest in
training and skill workshops
www.cambodia.ai
76
77
Open-Source
AI Community
Phnom Penh
78
AI Learning Journey: 4 stages
IMPACT
TIME TO LEARN
Understanding
AI Basics
Implement simple AI tools
Customize your own AI
solutions
Create advanced AI
solutions
Break-
through
79
AI Learning Journey: 4 stages, 3 jumps
IMPACT
TIME TO LEARN
Understanding
AI Basics
Implement simple AI tools
Customize your own AI
solutions
Create advanced AI
solutions
Break-
through
Jump 1
Jump 2
Jump 3
Jump 1: Implement simple tools
80
81
Jump 2:
Customize AI solutions
82
83
Remember when you last
learned something difficult?
84
Valley of
the death
Discovery &
First Wins
Advanced
Skills &
Success!
Rate of
learning
Effort
CAMBODIA.AI CAN HELP!!
85
CAMBODIA.AI CAN HELP !!
86
Some
examples
87
88
89
CAMBODIA.AI
Let’s learn AI together
& build our AI community
90
www.cambodia.ai > project
website
91
cambodiaai.slack.com >
engage dev community
www.startupjungle.org >
events
We will allocate
AI engineers
for Cambodian market
Contact ai@slash.co
if you want to talk
92
93
THANK
YOU
94
CONTACT US
Andries De Vos, CEO
andries@slash.co

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