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Kevin	McTiernan	&	Tommy	Mitchell	
Data	Science	&	Innova.on
•  Where	we	started	
•  How	far	we’ve	come,	how	we’ve	got	there	
•  Where	we’re	going	
•  Ques>ons
Ireland’s	17th	most	visited	site
		
	
	
	
Ireland’s	top	visited	bank	site
Step1	 Step	2,3	 Step	4	
Monitoring	server	logs	
recorded	based	on	client	
ac>vity.	
Logs	copied	and	logic	applied	
through	Splunk	and	leads	
generated	
Customers	contacted	through	
Contact	Centre	based	on	
Contact	Prefrences
“In	the	absence	of	informa.on,	we	jump	to	
the	worst	conclusions”		
-	Myra	Kassim 		
	
	
	
“If	you	put	crap	data	into	your	system,	you’ll	
get	crap	data	out.	And	you’ll	make	crappy	
business	decisions.	Always.	There	are	no	
short	cuts.”	
-	Probably	the	person	to	your	le5	or	right
Referrers	
Data	Quality	
Funnel	Analysis	
Fraud
Messaging	
Service	(Kafka)
Data	Producers
(Applications)
Compute	
dashboard	
data
Update	
Model
Classify	
Customer
Triggers	
and	
Alerts
Get	
latest	
data
Real	Time	View	
(Spark	or	IBM	
Streams)
Serving	Layer	
(Applications)
R
E
A
L
T
I
M
E
B
A
T
C
H
HADOOP	+	EDW
Any	Ques>ons?

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