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my<00:00:14.280><c> name</c><00:00:14.459><c> is</c><00:00:14.639><c> shreeka</c><00:00:15.269><c> I</c><00:00:15.869><c> work</c><00:00:16.770><c> for</c><00:00:16.920><c> Capital</c>

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my name is shreeka I work for Capital
 

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my name is shreeka I work for Capital
One<00:00:17.430><c> in</c><00:00:17.669><c> San</c><00:00:18.180><c> Francisco</c>

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we're<00:00:26.340><c> building</c><00:00:26.490><c> a</c><00:00:26.670><c> plot</c><00:00:26.880><c> a</c><00:00:27.000><c> framework</c><00:00:27.570><c> called</c>

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we're building a plot a framework called
 

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we're building a plot a framework called
corn<00:00:28.259><c> in</c><00:00:28.380><c> real-time</c><00:00:28.560><c> it's</c><00:00:28.949><c> basically</c><00:00:29.340><c> a</c>

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corn in real-time it's basically a
 

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corn in real-time it's basically a
framework<00:00:30.300><c> for</c><00:00:30.509><c> providing</c><00:00:31.020><c> out-of-the-box</c>

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framework for providing out-of-the-box
 

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framework for providing out-of-the-box
capabilities<00:00:32.430><c> for</c><00:00:32.669><c> real-time</c><00:00:33.570><c> execution</c><00:00:34.110><c> of</c>

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capabilities for real-time execution of
 

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capabilities for real-time execution of
models<00:00:34.710><c> and</c><00:00:34.949><c> micro</c><00:00:35.309><c> services</c><00:00:35.760><c> and</c><00:00:36.440><c> basically</c>

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models and micro services and basically
 

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models and micro services and basically
just<00:00:37.620><c> adding</c><00:00:38.010><c> all</c><00:00:38.340><c> the</c><00:00:38.520><c> required</c><00:00:38.820><c> services</c><00:00:39.180><c> so</c>

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just adding all the required services so
 

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just adding all the required services so
that<00:00:39.600><c> any</c><00:00:40.440><c> use</c><00:00:40.710><c> case</c><00:00:40.949><c> developer</c><00:00:41.430><c> when</c><00:00:41.640><c> when</c>

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that any use case developer when when
 

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that any use case developer when when
they're<00:00:42.089><c> trying</c><00:00:42.239><c> to</c><00:00:42.449><c> build</c><00:00:42.960><c> an</c><00:00:43.110><c> application</c>

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they're trying to build an application
 

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they're trying to build an application
it<00:00:43.920><c> just</c><00:00:44.250><c> makes</c><00:00:45.210><c> it</c><00:00:45.329><c> makes</c><00:00:45.660><c> it</c><00:00:45.750><c> easy</c><00:00:45.870><c> for</c><00:00:46.110><c> them</c>

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it just makes it makes it easy for them
 

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it just makes it makes it easy for them
so<00:00:46.680><c> that</c><00:00:46.829><c> they</c><00:00:46.920><c> can</c><00:00:47.040><c> just</c><00:00:47.129><c> hop</c><00:00:47.339><c> under</c><00:00:47.640><c> it</c><00:00:47.820><c> makes</c>

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so that they can just hop under it makes
 

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so that they can just hop under it makes
you<00:00:48.420><c> to</c><00:00:48.570><c> make</c><00:00:48.720><c> use</c><00:00:48.870><c> of</c><00:00:48.960><c> Ollie</c><00:00:49.140><c> keep</c><00:00:49.620><c> up</c>

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you to make use of Ollie keep up
 

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you to make use of Ollie keep up
out-of-the-box<00:00:50.430><c> capabilities</c><00:00:51.030><c> and</c><00:00:51.210><c> just</c><00:00:51.960><c> get</c>

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out-of-the-box capabilities and just get
 

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out-of-the-box capabilities and just get
going

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that's<00:01:03.000><c> a</c><00:01:03.089><c> tricky</c><00:01:03.330><c> question</c>

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that's a tricky question
 

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that's a tricky question
I<00:01:03.960><c> think</c><00:01:04.589><c> all</c><00:01:04.860><c> of</c><00:01:05.100><c> them</c><00:01:05.750><c> with</c><00:01:06.750><c> with</c><00:01:09.680><c> software</c>

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I think all of them with with software
 

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I think all of them with with software
architecture<00:01:11.100><c> definitely</c><00:01:11.490><c> excites</c><00:01:11.790><c> me</c><00:01:12.000><c> and</c>

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architecture definitely excites me and
 

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architecture definitely excites me and
in<00:01:12.659><c> in</c><00:01:12.930><c> building</c><00:01:13.260><c> more</c><00:01:13.710><c> scalable</c><00:01:14.220><c> distributed</c>

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in in building more scalable distributed
 

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in in building more scalable distributed
systems<00:01:15.479><c> but</c><00:01:15.960><c> at</c><00:01:16.500><c> the</c><00:01:16.650><c> same</c><00:01:16.799><c> time</c><00:01:17.009><c> it</c><00:01:17.159><c> has</c><00:01:17.520><c> to</c>

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systems but at the same time it has to
 

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systems but at the same time it has to
go<00:01:17.759><c> hand-in-hand</c><00:01:18.090><c> with</c><00:01:18.450><c> a</c><00:01:19.009><c> good</c><00:01:20.009><c> amount</c><00:01:20.189><c> of</c>

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go hand-in-hand with a good amount of
 

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go hand-in-hand with a good amount of
programming<00:01:20.759><c> quality</c><00:01:21.299><c> programming</c><00:01:21.689><c> and</c><00:01:22.490><c> you</c>

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programming quality programming and you
 

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programming quality programming and you
know<00:01:23.580><c> it</c><00:01:23.670><c> always</c><00:01:23.790><c> involves</c><00:01:24.509><c> feet</c><00:01:24.630><c> of</c>

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know it always involves feet of
 

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know it always involves feet of
pipelines<00:01:25.080><c> this</c><00:01:25.409><c> there's</c><00:01:25.680><c> always</c><00:01:25.799><c> going</c><00:01:26.009><c> to</c>

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pipelines this there's always going to
 

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pipelines this there's always going to
be<00:01:26.130><c> data</c><00:01:26.310><c> exchanged</c><00:01:26.789><c> I</c><00:01:26.850><c> might</c><00:01:26.999><c> award</c><00:01:27.270><c> so</c><00:01:27.840><c> I</c>

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be data exchanged I might award so I
 

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be data exchanged I might award so I
would<00:01:28.289><c> say</c><00:01:28.409><c> all</c><00:01:28.679><c> of</c><00:01:28.710><c> them</c><00:01:28.950><c> and</c><00:01:29.130><c> in</c><00:01:29.280><c> fact</c>

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so<00:01:36.840><c> I'm</c><00:01:37.770><c> not</c><00:01:38.010><c> trying</c><00:01:38.400><c> to</c><00:01:38.460><c> focus</c><00:01:38.670><c> on</c><00:01:38.940><c> any</c><00:01:39.150><c> one</c>

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so I'm not trying to focus on any one
 

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so I'm not trying to focus on any one
particular<00:01:39.900><c> best</c><00:01:40.470><c> practice</c><00:01:40.950><c> mainly</c><00:01:42.470><c> we</c><00:01:43.470><c> want</c>

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particular best practice mainly we want
 

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particular best practice mainly we want
to<00:01:43.770><c> show</c><00:01:43.860><c> like</c><00:01:44.100><c> how</c><00:01:45.000><c> can</c><00:01:45.060><c> we</c><00:01:45.210><c> keep</c><00:01:46.070><c> something</c>

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to show like how can we keep something
 

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to show like how can we keep something
simple<00:01:47.460><c> but</c><00:01:47.670><c> yet</c><00:01:47.790><c> more</c><00:01:48.000><c> effective</c><00:01:48.510><c> and</c><00:01:49.350><c> that's</c>

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simple but yet more effective and that's
 

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simple but yet more effective and that's
what<00:01:49.680><c> we're</c><00:01:49.800><c> going</c><00:01:49.920><c> to</c><00:01:50.010><c> share</c><00:01:50.430><c> out</c><00:01:50.550><c> today</c><00:01:50.850><c> to</c>

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what we're going to share out today to
 

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what we're going to share out today to
show<00:01:51.660><c> like</c><00:01:51.900><c> how</c><00:01:52.110><c> we</c><00:01:52.470><c> are</c><00:01:52.680><c> making</c><00:01:53.060><c> user</c><00:01:54.060><c> scholar</c>

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show like how we are making user scholar
 

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show like how we are making user scholar
-<00:01:55.560><c> to</c><00:01:55.950><c> build</c><00:01:56.100><c> a</c><00:01:56.190><c> framework</c><00:01:56.400><c> that</c><00:01:56.700><c> just</c><00:01:57.360><c> enables</c>

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- to build a framework that just enables
 

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- to build a framework that just enables
a<00:01:58.200><c> lot</c><00:01:58.830><c> of</c><00:01:58.980><c> use</c><00:01:59.130><c> cases</c><00:01:59.340><c> within</c><00:01:59.640><c> Capital</c><00:02:00.090><c> One</c><00:02:00.240><c> to</c>

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a lot of use cases within Capital One to
 

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a lot of use cases within Capital One to
get<00:02:00.510><c> started</c><00:02:00.870><c> quickly</c><00:02:00.990><c> and</c><00:02:01.220><c> really</c><00:02:02.220><c> take</c><00:02:02.430><c> that</c>

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get started quickly and really take that
 

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get started quickly and really take that
business<00:02:02.760><c> use</c><00:02:03.030><c> case</c><00:02:03.710><c> into</c><00:02:04.710><c> production</c><00:02:05.010><c> as</c>

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business use case into production as
 

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business use case into production as
fast<00:02:05.610><c> as</c><00:02:05.790><c> possible</c>

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fast as possible
 

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fast as possible
you<00:02:06.840><c> know</c><00:02:06.960><c> reusability</c><00:02:07.620><c> is</c><00:02:07.800><c> the</c><00:02:07.980><c> key</c><00:02:08.130><c> key</c><00:02:08.490><c> key</c>

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you know reusability is the key key key
 

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you know reusability is the key key key
part<00:02:09.240><c> of</c><00:02:09.300><c> this</c>

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part of this
 

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part of this
so<00:02:10.080><c> I</c><00:02:10.410><c> guess</c><00:02:10.679><c> reusability</c><00:02:11.310><c> is</c><00:02:11.490><c> one</c><00:02:11.790><c> thing</c><00:02:11.970><c> that</c>

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so I guess reusability is one thing that
 

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so I guess reusability is one thing that
I<00:02:12.150><c> don't</c><00:02:12.420><c> want</c><00:02:12.600><c> to</c><00:02:12.660><c> share</c>

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I<00:02:21.980><c> guess</c><00:02:22.980><c> you</c><00:02:23.819><c> know</c><00:02:23.940><c> of</c><00:02:24.239><c> all</c><00:02:24.720><c> the</c><00:02:24.750><c> dogs</c><00:02:25.020><c> I've</c>

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I guess you know of all the dogs I've
 

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I guess you know of all the dogs I've
seen<00:02:25.440><c> in</c><00:02:25.560><c> in</c><00:02:26.069><c> the</c><00:02:26.160><c> last</c><00:02:26.310><c> few</c><00:02:26.580><c> days</c><00:02:28.459><c> one</c><00:02:29.459><c> of</c><00:02:29.489><c> the</c>

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seen in in the last few days one of the
 

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seen in in the last few days one of the
key<00:02:29.790><c> takeaways</c><00:02:30.330><c> is</c><00:02:30.480><c> that</c><00:02:30.750><c> people</c><00:02:31.140><c> have</c><00:02:31.230><c> gone</c>

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key takeaways is that people have gone
 

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key takeaways is that people have gone
into<00:02:31.620><c> like</c><00:02:31.880><c> really</c><00:02:32.880><c> the</c><00:02:33.270><c> depths</c><00:02:33.690><c> of</c>

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into like really the depths of
 

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into like really the depths of
understanding<00:02:33.989><c> the</c><00:02:34.530><c> language</c><00:02:35.780><c> making</c><00:02:36.780><c> making</c>

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understanding the language making making
 

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understanding the language making making
their<00:02:37.590><c> code</c><00:02:37.769><c> as</c><00:02:37.890><c> functional</c><00:02:38.400><c> as</c><00:02:38.519><c> possible</c>

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their code as functional as possible
 

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their code as functional as possible
regardless<00:02:39.390><c> of</c><00:02:39.569><c> which</c><00:02:39.780><c> programming</c>

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regardless of which programming
 

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regardless of which programming
languages<00:02:40.950><c> they</c><00:02:41.069><c> choose</c><00:02:41.310><c> but</c><00:02:42.030><c> more</c>

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languages they choose but more
 

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languages they choose but more
importantly<00:02:42.900><c> like</c><00:02:43.080><c> delivering</c><00:02:43.560><c> really</c>

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importantly like delivering really
 

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importantly like delivering really
effective<00:02:44.970><c> systems</c><00:02:45.540><c> for</c><00:02:46.410><c> the</c><00:02:46.500><c> use</c><00:02:46.620><c> case</c><00:02:46.800><c> that</c>

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effective systems for the use case that
 

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effective systems for the use case that
they're<00:02:47.069><c> trying</c><00:02:47.220><c> to</c><00:02:47.340><c> work</c><00:02:47.489><c> on</c><00:02:47.700><c> it</c><00:02:47.910><c> it's</c><00:02:48.390><c> it's</c>

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they're trying to work on it it's it's
 

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they're trying to work on it it's it's
very<00:02:48.810><c> important</c><00:02:49.290><c> to</c><00:02:49.819><c> understand</c><00:02:50.819><c> like</c><00:02:50.970><c> the</c>

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very important to understand like the
 

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very important to understand like the
user<00:02:51.239><c> needs</c><00:02:51.450><c> and</c><00:02:51.630><c> the</c><00:02:51.900><c> frozen</c><00:02:52.350><c> currently</c><00:03:04.970><c> I</c>

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user needs and the frozen currently I
 

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user needs and the frozen currently I
mean<00:03:06.450><c> we</c><00:03:06.540><c> like</c><00:03:06.720><c> Scala</c><00:03:06.989><c> for</c><00:03:07.230><c> to</c><00:03:07.319><c> user</c><00:03:07.590><c> it's</c><00:03:07.950><c> it's</c>

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mean we like Scala for to user it's it's
 

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mean we like Scala for to user it's it's
very<00:03:08.700><c> functional</c><00:03:09.239><c> but</c><00:03:09.599><c> at</c><00:03:09.690><c> the</c><00:03:09.780><c> same</c><00:03:09.930><c> time</c>

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very functional but at the same time
 

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very functional but at the same time
also<00:03:10.290><c> provides</c><00:03:10.709><c> like</c><00:03:10.920><c> a</c><00:03:10.950><c> good</c><00:03:11.489><c> amount</c><00:03:11.700><c> of</c>

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also provides like a good amount of
 

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also provides like a good amount of
school<00:03:12.000><c> for</c><00:03:12.150><c> object-oriented</c><00:03:12.569><c> programming</c>

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school for object-oriented programming
 

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school for object-oriented programming
as<00:03:14.310><c> a</c><00:03:14.819><c> Java</c><00:03:15.120><c> developer</c><00:03:15.180><c> in</c><00:03:15.569><c> the</c><00:03:15.660><c> past</c><00:03:15.870><c> it</c><00:03:16.080><c> was</c>

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as a Java developer in the past it was
 

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as a Java developer in the past it was
easy<00:03:16.530><c> to</c><00:03:16.620><c> hop</c><00:03:16.860><c> onto</c><00:03:17.040><c> it</c><00:03:17.810><c> but</c><00:03:18.810><c> it's</c><00:03:19.230><c> really</c>

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easy to hop onto it but it's really
 

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easy to hop onto it but it's really
really<00:03:20.459><c> effective</c><00:03:20.670><c> as</c><00:03:21.150><c> a</c><00:03:21.180><c> functional</c>

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really effective as a functional
 

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really effective as a functional
programming<00:03:21.930><c> language</c><00:03:22.380><c> I</c><00:03:23.310><c> and</c><00:03:23.910><c> are</c>

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programming language I and are
 

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programming language I and are
definitely<00:03:24.450><c> allowed</c><00:03:24.600><c> to</c><00:03:24.750><c> continue</c><00:03:25.200><c> working</c>

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definitely allowed to continue working
 

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definitely allowed to continue working
on<00:03:25.739><c> it</c><00:03:25.890><c> and</c><00:03:26.010><c> in</c><00:03:26.430><c> the</c><00:03:26.549><c> future</c>

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you

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you
 

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you
I<00:03:37.910><c> like</c><00:03:38.910><c> the</c><00:03:39.000><c> fact</c><00:03:39.180><c> that</c><00:03:39.330><c> you</c><00:03:39.630><c> know</c><00:03:39.720><c> there</c>

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I like the fact that you know there
 

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I like the fact that you know there
aren't<00:03:40.020><c> too</c><00:03:40.200><c> many</c><00:03:40.230><c> cracks</c><00:03:40.710><c> at</c><00:03:40.890><c> the</c><00:03:40.980><c> same</c><00:03:41.160><c> time</c>

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aren't too many cracks at the same time
 

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aren't too many cracks at the same time
and<00:03:41.580><c> we</c><00:03:41.670><c> can</c><00:03:41.820><c> cover</c><00:03:42.120><c> like</c><00:03:42.450><c> various</c><00:03:43.380><c> sessions</c>

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and we can cover like various sessions
 

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and we can cover like various sessions
and<00:03:44.700><c> go</c><00:03:45.630><c> to</c><00:03:45.690><c> different</c><00:03:46.020><c> ones</c><00:03:46.170><c> to</c><00:03:46.320><c> learn</c><00:03:47.280><c> you</c>

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and go to different ones to learn you
 

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and go to different ones to learn you
typically<00:03:48.600><c> in</c><00:03:48.780><c> a</c><00:03:48.840><c> really</c><00:03:49.110><c> huge</c><00:03:49.350><c> conference</c>

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typically in a really huge conference
 

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typically in a really huge conference
it's<00:03:50.160><c> always</c><00:03:50.520><c> confusing</c><00:03:51.090><c> as</c><00:03:51.300><c> to</c><00:03:51.330><c> which</c><00:03:51.960><c> one</c><00:03:52.140><c> to</c>

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it's always confusing as to which one to
 

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it's always confusing as to which one to
pick<00:03:52.380><c> and</c><00:03:52.560><c> choose</c><00:03:52.709><c> but</c><00:03:53.070><c> the</c><00:03:53.370><c> kind</c><00:03:53.820><c> of</c><00:03:53.940><c> makes</c><00:03:54.120><c> my</c>

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pick and choose but the kind of makes my
 

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pick and choose but the kind of makes my
life<00:03:54.450><c> simple</c><00:03:54.660><c> and</c><00:03:54.930><c> that</c><00:03:55.110><c> I'd</c><00:03:55.230><c> like</c><00:03:55.410><c> less</c><00:03:55.740><c> drag</c>

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life simple and that I'd like less drag
 

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life simple and that I'd like less drag
smooth<00:03:56.370><c> focused</c><00:03:56.820><c> tracks</c><00:03:57.090><c> and</c><00:03:58.070><c> people</c>

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smooth focused tracks and people
 

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smooth focused tracks and people
actually<00:03:59.160><c> know</c><00:03:59.490><c> what</c><00:03:59.700><c> they're</c><00:03:59.850><c> talking</c><00:04:00.120><c> about</c>

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actually know what they're talking about
 

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actually know what they're talking about
so<00:04:00.360><c> they've</c><00:04:00.690><c> been</c><00:04:00.840><c> in</c><00:04:01.110><c> the</c><00:04:01.230><c> industry</c><00:04:01.260><c> for</c><00:04:01.650><c> a</c>

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so they've been in the industry for a
 

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so they've been in the industry for a
long<00:04:01.860><c> time</c><00:04:02.070><c> that</c><00:04:02.340><c> they're</c><00:04:02.610><c> solving</c><00:04:02.940><c> really</c>

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long time that they're solving really
 

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long time that they're solving really
deep<00:04:03.690><c> problems</c>

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deep problems
 

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deep problems
it<00:04:05.250><c> really</c><00:04:05.520><c> excited</c><00:04:05.910><c> excites</c><00:04:06.390><c> me</c><00:04:06.540><c> to</c><00:04:06.570><c> learn</c>

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it really excited excites me to learn
 

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it really excited excites me to learn
about<00:04:07.350><c> all</c><00:04:07.530><c> of</c><00:04:07.650><c> all</c><00:04:07.830><c> of</c><00:04:07.950><c> them</c>