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From YouTube: Humans of DataHub: Roko Gudic
Description
This week we are joined by Roko Gudic, Data Science Manager at Infobip. Roko shares his journey to DataHub, what DataHub has enabled within Infobip, his favorite features, and more. You don't want to miss this conversation!
A
B
C
Yeah
first
thanks
for
having
me
it's
a
really
pleasure
to
be
here
and
I'm
glad
to
even
get
familiar
with
data
Harvest
at
all
in
the
community,
so
kudos
for
that
my
name
is
Rocco
goodich
I'm
working
in
a
company
called
infobib.
We
are
actually
the
first
Croatian
unicorn
nice
we
are.
We
are
in
global
global
communication
platform,
basically
in
a
B2B
Market,
providing
our
customers
a
way
to
contact
their
customers
or
number
of
channels
starting
from
SMS,
fiber,
WhatsApp
or
whatever,
whatever
they
choose
and
yeah.
C
We
are
currently
ranked
as
a
leader
in
this
ccas
or
contact
center
as
a
service
Space
by
Juniper
research
and
yeah.
My
personal
position
is
a
data
science
manager
I'm,
leading
a
team
of
data
scientists.
So,
with
all
this
data
that
we
have
as
a
company,
our
task
is
to
you
know,
get
gain
the
value
out
of
the
data,
as
you
can.
C
Not
a
single
company
is
perfect
in
that
sense,
and
we
we
felt
yeah
the
good
and
the.
B
C
C
Enthusiasts
sure,
which
of
course
then
leads
me
to
data
Hub
and
how
we
actually
got
data
Hub.
We
were
honestly
in
first
phase
when
we
were
thinking
of
proprietary
tools.
B
C
C
And,
of
course,
data
Hub
was
one
of
the
first
tools
that
I
stumbled
upon,
among
others
such
as
Amazon,
and
we
spent
like
I,
don't
know
a
month,
validating
different
approaches.
B
C
C
Yeah
for
for
start,
I
mean
from
the
from
the
first
moment,
I
joined
slack
and
everything
I
felt
really
really
welcomed
from
the
literally
the
first.
The
first
message:
I
thought:
like
okay,
go,
there
say:
hi,
I,
I
thought,
okay,
I'll
just
say
hi,
no
one
will
respond
and
Maggie
was
like
in
five
minutes.
C
They
responding
I
was
like
okay,
someone
is
really
you
know,
giving
this
a
thought
and
taking
care
of
our
new
new
arrivals
and
up
from
that
point
onwards,
I
just
felt
like
you
know,
I
have
people
around
who
are
willing
to
help
it's
it's
like
really,
vibrant
and
welcoming,
and
the
same
I
think
it's
the
quality
of
the
solution
or
the
product
just
kind
of
maybe
gathered
people
who
who
either
either
care
for
you,
know
high
quality
products
or
are
in
need
for
a
high
quality
product.
So
yeah.
C
Because,
like
a
perfect,
perfect
storm,
so
to
speak,
of
like
like-minded
people
needing
the
same
the
same
Solutions
and
helping
each
other
out
in
this
journey
and
I
know
it's.
It's
really
wonderful.
In
my
opinion,.
A
That's
great
and
I
mean
I
gotta,
say
well,
I'm,
glad
I'm,
glad
that
you
felt
welcomed,
but
I
also
know
that
you
you
go
above
and
beyond,
to
welcome
other
people
and
and,
like
you
know,
provide
that
support.
So
we're
super
appreciative
of
of
that
and
I
know
you
know
it
just
it.
We
can't
do
all
this
alone
right
and
especially
as
the
community
grows.
It's
just
so
wonderful
to
have
folks
like
you
that
are
willing
to
jump
in
help.
People
feel
supported,
help
give
direction
help
you
know
brainstorm.
B
C
A
We're
doing
so
we're
doing
something
special
here,
I'm
excited
about
it.
That's
true!
So
thinking
about
you
know,
data
Hub
within
your
organization,
we
actually
so
with
you
being
in
kind
of
a
data
science
and
and
more
data
governance.
Focus
excuse
me
I'm
curious.
What
what
are
you
looking
for
data
Hub
to
enable
within
your
organization
or
what
problems
have
you
already
addressed
or
looking
to
address
by
incorporating
the
tool.
C
Yeah
I
mean
the
most
obvious
response
to
that
would
be
just
pure
data
discoverability.
In
a
company
like
info,
we
are
reaching
around
7
billion
mobile
phones
every
single
month.
We
are
really
really
working
on
a
huge
scale,
and
that
brings
you
know
its
own
set
of
problems.
So
just
from
a
pure
standpower
data
discoverability
we
already
gained
much
but
I
would
say
the
most
important
thing.
As
as
I
see,
it
is
just
platform
to
make
business
people
and
I.T
people
work
together.
C
In
a
sense
that
I
believe
that
business
glossary
and
everything
around
you
know
standardizing
the
the
namings
and
the
definitions
that
need
to
come
from
the
business
side
and
in
order
to
you
know,
map
the
physical
representations
of
those
of
those.
C
You
know,
go
and
search
for
Concepts,
that
they
are
learning
about
and
actually
see
how
how
those
data
elements
that
are
connected
to
the
concepts
are
being
used
throughout
the
company
in
dashboards
and
stuff,
like
that,
so
it
kind
of
eases
the
onboarding,
but
also
for
people
that
are
already
present
in
the
company
for
so
long
to
be
able
to
speak
with
the
same
language,
about
yeah
that
we
think
mean
the
same
thing
right
sure.
C
Okay,
so
for
me
personally,
it
would
probably
be
column
level
lineage
yeah.
That
was
something
that
I
anticipated.
B
A
C
So
that's
definitely
something
that
had
the
biggest
I'd
say
jump
in
value,
so
to
speak.
So
in
my
sense,
but
also
as
I
mentioned,
business
glossary
and
just
you
know
the
quality
of
the
search
functionality
as
well.
We
have
like
hundreds
of
thousands
of
entities
in
data
Hub,
so
quality
search
mechanism
is
necessary
and
we
have
that
in
GitHub,
so
yeah
but
I
would
say
Colorado
lineage
number
one
yeah.
A
Yeah
calm
level,
lineage
is
one
where
you
know:
we've
had
so
much
there's
so
much
excitement
around
it
and
I.
Think
one
of
the
things
I'm
really
excited
to
figure
out
as
a
community
is
how
you
know
when
you're
in
the
scale
of
hundreds
and
thousands
of
data
sets,
and
then
you
amplify
that
with
calm
level
lineage,
it
can
become
exceptionally
complex,
very
quickly,
right
and
so
I
think
we
have
a
really
great,
like
Community,
around
people
wanting
to
solve
this
problem.
So
how
do
we?
A
C
That's
what
brings
me
to
another
great
great
aspect
of
data
habit.
C
We
just
started
to
explore
it's
data,
Hub
actions
and
basically
amazing-
writing
out
workflows,
either
be
it
for
creating
new
glossary
terms
and
have
like
a
life
cycle
for
return
and
proposes
it
to
assign
it
to
someone
who
would
need
to
approve
it
and
then
have
it
like
approved
and
published
for
the
for
the
rest
of
the
company,
but
also
we
are
looking
into
Data
versions
in
the
sense
of
impact
analysis,
of
course,
based
on
column
level,
and
that's
something
that
we
are
kind
of
really
really
enthusiastic
about.
A
Well,
keep
us
posted
on
that
because
that'll
be
a
fun
story
to
tell
the
community,
because
I
think
you
know
there's
a
lot
that
we
can
learn
from
how
you
approach
it
and
that's
really
exciting.
I
am
curious.
Roku
with
you
know,
with
your
current
implementation
of
data
Hub,
and
you
know
it
sounds
like
you're
going
to
be
working
on
action
sounds
like
you're,
going
to
be
kind
of
trying
to
automate
some
of
those
workflows.
A
C
Yeah
well
for
us,
it's
the
new
first
thing:
the
new
sources
right
sure
we're
also
looking
to
contribute
with
with
click
data
source.
We
are
ironing
out
some
some
details
and
very
cool
I
cannot.
I
cannot
wait
to
to
bring
it
back
to
community,
but
also
I
would
like
to
see,
let's
say,
more
ways
to
engage
business
stakeholders.
B
C
How
I
would
approach
it
or
one
of
the
ways
I
would
approach?
It
is
to
maybe
suggest-
and
I
already
have
plans
for
this
to
to
communicate
to
the
community
to
include
our
concept
of
a
business
process,
because
a
lot
of
you
know
data
entities
and
there
are
data
sources-
are
being
consumed
in
some
higher
level.
Business
processes,
sure
those
business
processes
have
their
own.
Their
owners
right
and
I
think
it's
it's
a
good
way
to
let's
say,
connect
or.
C
Way,
I
see
it,
the
biggest
value
for
the
company
actually
happens
when
business
and
I.T
or
data
people
start
working
working
together
to
improve
the
quality
to
improve
actually
the
whole.
You
know:
governance,
yeah
and
I
believe
business
process
as
a
concept
is
something
that
could
potentially
you
know,
tie
things
up
a
little
bit
more.
A
Yeah,
that's
really
cool
so
kind
of
like
attaching
the
underlying
data
to
the
day-to-day
kind
of
human
workflows,
which
are
like
decisions
that
are
being
made
that
maybe
aren't
tied
directly
to
a
dashboard
or
to
a
model,
but
more
of
a
conceptual
or
more
to
a
concept.
That's
that's
really
awesome!
A
We're
hearing
we're
I'm,
hearing
more
and
more
kind
of
like
Rumblings
of
that
or
interest
in
that.
So
maybe
that's
something
that
we
can
kind
of
put
out
a
community
RFC
right
like
how
do
we?
How
do
we
model
business
process
effectively
within
data
Hub?
That's
really
cool.
B
C
But
some
some
dissimilarities
actually
exist
and,
let's
say
additional
development,
but
same
kind
of
concept,
having
stages
of
the
business
process.
As
you
know,
jobs
and
flows
as
business
processes,
that's
really
cool
other
relationships
and
yeah
yeah.
B
That's
awesome,
okay,
so
one
last
question
for
you:
what
advice
would
you
give
someone
who
is
curious
about
the
data
Hub
community
or
is
just
joining
the
data
Hub
community
yeah,
like
what
advice
would
you
give
them
as
they're
just
starting
out.
C
I
would
say,
you
know,
jump
100
inside
immerse
yourself
in
the
community.
Try
the
Tool
talk
to
people,
ask
questions
and
hopefully
also
help
other
people
and
just
yeah
immerse
yourself
in
the
in
the
community
and
the
experience.