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my<00:00:11.679><c> name</c><00:00:11.840><c> is</c><00:00:11.960><c> salar</c><00:00:12.799><c> Ronan</c><00:00:13.799><c> uh</c><00:00:14.360><c> I'm</c><00:00:14.440><c> a</c><00:00:14.719><c> Staff</c>

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my name is salar Ronan uh I'm a Staff
 

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my name is salar Ronan uh I'm a Staff
software<00:00:15.360><c> engineer</c><00:00:15.879><c> and</c><00:00:16.279><c> at</c><00:00:16.640><c> scale</c><00:00:16.960><c> by</c><00:00:17.080><c> the</c>

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software engineer and at scale by the
 

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software engineer and at scale by the
I'm<00:00:17.400><c> representing</c>

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myself<00:00:24.119><c> so</c><00:00:24.560><c> at</c><00:00:24.720><c> work</c><00:00:25.000><c> we're</c><00:00:25.199><c> not</c><00:00:25.359><c> using</c><00:00:25.840><c> AI</c><00:00:26.279><c> at</c>

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myself so at work we're not using AI at
 

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myself so at work we're not using AI at
at<00:00:26.720><c> all</c><00:00:27.480><c> but</c><00:00:27.599><c> we're</c><00:00:27.880><c> exploring</c><00:00:28.640><c> ways</c><00:00:28.960><c> where</c><00:00:29.160><c> we</c>

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at all but we're exploring ways where we
 

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at all but we're exploring ways where we
can<00:00:30.279><c> use</c><00:00:30.840><c> AI</c><00:00:31.840><c> um</c><00:00:32.079><c> as</c><00:00:32.239><c> it's</c><00:00:32.360><c> kind</c><00:00:32.480><c> of</c><00:00:32.599><c> like</c><00:00:32.719><c> a</c>

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can use AI um as it's kind of like a
 

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can use AI um as it's kind of like a
completely<00:00:33.280><c> new</c><00:00:33.640><c> thing</c><00:00:33.920><c> to</c><00:00:34.239><c> both</c><00:00:34.520><c> me</c><00:00:34.719><c> and</c><00:00:34.879><c> the</c>

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completely new thing to both me and the
 

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completely new thing to both me and the
company<00:00:35.280><c> I</c><00:00:35.399><c> work</c><00:00:35.600><c> for</c>

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yeah<00:00:41.960><c> so</c><00:00:42.399><c> I</c><00:00:42.840><c> I've</c><00:00:42.960><c> been</c><00:00:43.079><c> working</c><00:00:43.360><c> on</c><00:00:43.480><c> a</c><00:00:43.600><c> lot</c><00:00:43.760><c> of</c>

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yeah so I I've been working on a lot of
 

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yeah so I I've been working on a lot of
data<00:00:44.320><c> engineering</c><00:00:44.879><c> projects</c><00:00:45.280><c> last</c><00:00:45.480><c> one</c><00:00:45.640><c> year</c>

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data engineering projects last one year
 

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data engineering projects last one year
and<00:00:45.879><c> I</c><00:00:46.000><c> think</c><00:00:46.160><c> that</c><00:00:46.280><c> will</c><00:00:46.480><c> continue</c><00:00:47.399><c> working</c><00:00:47.680><c> a</c>

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and I think that will continue working a
 

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and I think that will continue working a
lot<00:00:47.879><c> of</c><00:00:47.960><c> data</c><00:00:48.120><c> engine</c><00:00:48.559><c> using</c><00:00:49.160><c> spark</c><00:00:49.559><c> and</c><00:00:49.800><c> data</c>

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lot of data engine using spark and data
 

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lot of data engine using spark and data
breaks<00:00:51.199><c> uh</c><00:00:51.320><c> but</c><00:00:51.520><c> also</c><00:00:51.960><c> I</c><00:00:52.079><c> think</c>

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breaks uh but also I think
 

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breaks uh but also I think
um<00:00:54.239><c> also</c><00:00:54.520><c> I</c><00:00:54.600><c> wouldn't</c><00:00:54.840><c> be</c><00:00:54.960><c> surprised</c><00:00:55.399><c> if</c><00:00:55.520><c> an</c>

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um also I wouldn't be surprised if an
 

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um also I wouldn't be surprised if an
element<00:00:56.239><c> of</c><00:00:56.440><c> AI</c><00:00:57.120><c> snuck</c><00:00:57.559><c> in</c><00:00:57.719><c> there</c><00:00:57.960><c> at</c><00:00:58.160><c> towards</c>

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element of AI snuck in there at towards
 

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element of AI snuck in there at towards
the<00:00:58.559><c> end</c><00:00:58.840><c> towards</c><00:00:59.079><c> the</c><00:00:59.160><c> end</c><00:00:59.320><c> of</c><00:00:59.519><c> the</c><00:00:59.920><c> tail</c><00:01:00.079><c> end</c>

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the end towards the end of the tail end
 

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the end towards the end of the tail end
of<00:01:00.440><c> that</c><00:01:00.840><c> the</c><00:01:00.960><c> way</c><00:01:01.120><c> their</c><00:01:01.399><c> current</c><00:01:01.760><c> market</c><00:01:02.039><c> is</c>

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going<00:01:08.360><c> there</c><00:01:08.479><c> was</c><00:01:08.600><c> a</c><00:01:08.759><c> talk</c><00:01:09.119><c> I</c><00:01:09.240><c> saw</c><00:01:09.680><c> yesterday</c>

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going there was a talk I saw yesterday
 

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going there was a talk I saw yesterday
uh<00:01:10.799><c> that</c><00:01:11.280><c> um</c><00:01:12.040><c> to</c><00:01:12.159><c> tell</c><00:01:12.320><c> you</c><00:01:12.400><c> the</c><00:01:12.479><c> truth</c><00:01:12.680><c> there</c>

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uh that um to tell you the truth there
 

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uh that um to tell you the truth there
was<00:01:12.920><c> there</c><00:01:13.000><c> were</c><00:01:13.159><c> multiple</c><00:01:13.479><c> talks</c><00:01:13.759><c> that</c><00:01:13.880><c> I</c>

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was there were multiple talks that I
 

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was there were multiple talks that I
really<00:01:14.159><c> enjoyed</c><00:01:14.680><c> so</c><00:01:14.840><c> it's</c><00:01:15.280><c> it's</c><00:01:15.400><c> a</c><00:01:15.520><c> bit</c><00:01:15.680><c> hard</c>

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really enjoyed so it's it's a bit hard
 

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really enjoyed so it's it's a bit hard
to<00:01:16.040><c> single</c><00:01:16.360><c> out</c><00:01:16.640><c> one</c><00:01:17.240><c> but</c><00:01:17.479><c> the</c><00:01:17.840><c> one</c><00:01:18.080><c> that</c><00:01:18.400><c> uh</c>

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to single out one but the one that uh
 

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to single out one but the one that uh
just<00:01:18.799><c> popped</c><00:01:19.080><c> into</c><00:01:19.240><c> mind</c><00:01:19.520><c> right</c><00:01:19.640><c> now</c><00:01:19.840><c> that</c><00:01:19.920><c> I</c>

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just popped into mind right now that I
 

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just popped into mind right now that I
really<00:01:20.320><c> enjoyed</c><00:01:20.720><c> was</c><00:01:20.920><c> the</c><00:01:21.040><c> one</c><00:01:21.200><c> about</c><00:01:21.400><c> duck</c><00:01:21.680><c> DB</c>

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really enjoyed was the one about duck DB
 

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really enjoyed was the one about duck DB
and<00:01:22.560><c> the</c><00:01:22.680><c> main</c><00:01:22.880><c> reason</c><00:01:23.320><c> that</c><00:01:23.560><c> stuck</c><00:01:24.400><c> with</c><00:01:24.520><c> me</c>

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and the main reason that stuck with me
 

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and the main reason that stuck with me
was<00:01:24.960><c> that</c><00:01:25.400><c> it</c><00:01:26.040><c> I</c><00:01:26.119><c> had</c><00:01:26.280><c> never</c><00:01:26.439><c> heard</c><00:01:26.640><c> of</c><00:01:26.759><c> it</c>

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was that it I had never heard of it
 

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was that it I had never heard of it
before<00:01:27.880><c> and</c><00:01:28.079><c> it</c><00:01:28.200><c> was</c><00:01:28.439><c> very</c><00:01:28.640><c> interesting</c><00:01:29.040><c> on</c>

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before and it was very interesting on
 

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before and it was very interesting on
what<00:01:29.360><c> you</c><00:01:29.479><c> can</c><00:01:29.600><c> do</c><00:01:29.960><c> with</c><00:01:30.119><c> duck</c><00:01:30.400><c> DB</c><00:01:31.400><c> and</c><00:01:31.520><c> it</c><00:01:31.680><c> kind</c>

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what you can do with duck DB and it kind
 

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what you can do with duck DB and it kind
of<00:01:31.960><c> like</c><00:01:32.159><c> is</c><00:01:32.320><c> in</c><00:01:32.520><c> line</c><00:01:32.840><c> with</c><00:01:33.040><c> what</c><00:01:33.159><c> I</c><00:01:33.280><c> do</c><00:01:33.520><c> dayto</c>

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of like is in line with what I do dayto
 

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of like is in line with what I do dayto
day<00:01:34.479><c> so</c><00:01:34.680><c> it's</c><00:01:35.000><c> got</c><00:01:35.159><c> me</c><00:01:35.360><c> excited</c><00:01:35.759><c> to</c><00:01:36.280><c> look</c><00:01:36.479><c> more</c>

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day so it's got me excited to look more
 

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day so it's got me excited to look more
into<00:01:36.920><c> it</c><00:01:37.200><c> and</c><00:01:37.399><c> give</c><00:01:37.520><c> it</c><00:01:37.640><c> a</c><00:01:37.720><c> try</c><00:01:38.040><c> and</c><00:01:38.200><c> see</c><00:01:39.159><c> see</c><00:01:39.320><c> if</c>

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into it and give it a try and see see if
 

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into it and give it a try and see see if
there's<00:01:39.680><c> any</c><00:01:40.479><c> uh</c><00:01:40.680><c> value</c><00:01:40.960><c> in</c><00:01:41.079><c> me</c><00:01:41.280><c> using</c><00:01:41.560><c> it</c>

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there's any uh value in me using it
 

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there's any uh value in me using it
somewhere<00:01:42.640><c> um</c><00:01:42.960><c> and</c><00:01:43.439><c> without</c><00:01:43.680><c> seeing</c><00:01:43.960><c> that</c>

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somewhere um and without seeing that
 

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somewhere um and without seeing that
talk<00:01:44.320><c> I</c><00:01:44.439><c> probably</c><00:01:44.640><c> would</c><00:01:44.759><c> never</c><00:01:44.960><c> have</c><00:01:45.079><c> looked</c>

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talk I probably would never have looked
 

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talk I probably would never have looked
at

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it<00:01:51.360><c> this</c><00:01:51.439><c> is</c><00:01:51.600><c> like</c><00:01:51.799><c> the</c><00:01:52.119><c> third</c><00:01:52.360><c> or</c><00:01:52.520><c> fourth</c><00:01:52.799><c> year</c>

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it this is like the third or fourth year
 

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it this is like the third or fourth year
I've<00:01:53.119><c> come</c><00:01:53.240><c> to</c><00:01:53.360><c> scale</c><00:01:53.640><c> by</c><00:01:53.799><c> the</c><00:01:53.920><c> bay</c><00:01:54.719><c> and</c><00:01:55.280><c> for</c><00:01:55.520><c> me</c>

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I've come to scale by the bay and for me
 

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I've come to scale by the bay and for me
it's<00:01:56.439><c> the</c><00:01:57.439><c> best</c><00:01:58.320><c> uh</c><00:01:58.920><c> place</c><00:01:59.159><c> to</c><00:01:59.399><c> go</c><00:02:00.280><c> where</c><00:02:00.439><c> you</c>

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it's the best uh place to go where you
 

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it's the best uh place to go where you
get<00:02:00.680><c> to</c><00:02:00.799><c> meet</c><00:02:01.320><c> like-minded</c><00:02:02.280><c> people</c><00:02:03.280><c> uh</c>

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get to meet like-minded people uh
 

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get to meet like-minded people uh
talking<00:02:03.799><c> about</c><00:02:04.479><c> not</c><00:02:04.680><c> just</c><00:02:04.840><c> one</c><00:02:05.039><c> technology</c>

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talking about not just one technology
 

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talking about not just one technology
multiple<00:02:05.960><c> technology</c><00:02:06.840><c> and</c><00:02:06.960><c> you</c><00:02:07.079><c> have</c><00:02:07.280><c> lots</c><00:02:07.520><c> to</c>

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multiple technology and you have lots to
 

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multiple technology and you have lots to
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talk about and lots of interesting
 

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talk about and lots of interesting
people<00:02:09.119><c> to</c><00:02:09.280><c> meet</c><00:02:10.319><c> and</c><00:02:11.319><c> I</c><00:02:11.560><c> I</c><00:02:11.640><c> feel</c><00:02:11.879><c> I</c><00:02:11.920><c> feel</c><00:02:12.080><c> like</c>

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people to meet and I I feel I feel like
 

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people to meet and I I feel I feel like
it's<00:02:12.480><c> better</c><00:02:12.800><c> than</c><00:02:13.000><c> a</c><00:02:13.120><c> lot</c><00:02:13.239><c> of</c><00:02:13.319><c> the</c><00:02:13.440><c> other</c>

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it's better than a lot of the other
 

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it's better than a lot of the other
conferences<00:02:14.120><c> I've</c><00:02:14.280><c> been</c><00:02:14.400><c> to</c><00:02:14.640><c> is</c><00:02:14.840><c> because</c><00:02:15.080><c> it's</c>

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conferences I've been to is because it's
 

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conferences I've been to is because it's
in<00:02:16.000><c> a</c><00:02:16.160><c> way</c><00:02:16.319><c> independent</c><00:02:16.879><c> it's</c><00:02:17.040><c> not</c><00:02:17.280><c> attached</c>

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in a way independent it's not attached
 

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in a way independent it's not attached
to<00:02:17.800><c> a</c><00:02:18.040><c> specific</c><00:02:18.480><c> vendor</c><00:02:19.440><c> and</c><00:02:19.680><c> because</c><00:02:19.879><c> of</c><00:02:20.040><c> that</c>

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to a specific vendor and because of that
 

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to a specific vendor and because of that
you<00:02:20.280><c> get</c><00:02:20.440><c> a</c><00:02:20.560><c> very</c><00:02:20.800><c> diverse</c><00:02:21.200><c> range</c><00:02:21.400><c> of</c><00:02:21.560><c> topics</c>

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you get a very diverse range of topics
 

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you get a very diverse range of topics
and<00:02:22.040><c> a</c><00:02:22.160><c> very</c><00:02:22.360><c> diverse</c><00:02:22.680><c> range</c><00:02:22.920><c> of</c><00:02:23.080><c> people</c><00:02:23.800><c> that</c>

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and a very diverse range of people that
 

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and a very diverse range of people that
you<00:02:24.000><c> get</c><00:02:24.120><c> to</c><00:02:24.239><c> interact</c><00:02:24.760><c> with</c><00:02:25.080><c> and</c><00:02:25.480><c> and</c><00:02:25.879><c> and</c><00:02:26.040><c> and</c>

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you get to interact with and and and and
 

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you get to interact with and and and and
and<00:02:26.319><c> meet</c><00:02:26.959><c> and</c><00:02:27.120><c> also</c><00:02:27.400><c> I</c><00:02:27.480><c> think</c><00:02:27.640><c> there's</c><00:02:27.920><c> like</c><00:02:28.040><c> a</c>

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and meet and also I think there's like a
 

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and meet and also I think there's like a
core<00:02:28.680><c> group</c><00:02:28.920><c> of</c><00:02:29.080><c> people</c><00:02:29.360><c> that</c><00:02:29.480><c> always</c><00:02:29.879><c> is</c>

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core group of people that always is
 

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core group of people that always is
comes<00:02:30.599><c> to</c><00:02:30.760><c> scale</c><00:02:31.040><c> by</c><00:02:31.200><c> the</c><00:02:31.360><c> bay</c><00:02:31.879><c> and</c><00:02:32.000><c> they're</c>

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comes to scale by the bay and they're
 

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comes to scale by the bay and they're
incredibly<00:02:32.680><c> nice</c><00:02:32.879><c> to</c><00:02:33.040><c> interact</c><00:02:33.519><c> with</c><00:02:33.959><c> and</c>

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incredibly nice to interact with and
 

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incredibly nice to interact with and
it's<00:02:34.599><c> become</c><00:02:34.879><c> more</c><00:02:35.280><c> more</c><00:02:35.400><c> of</c><00:02:35.599><c> like</c><00:02:35.760><c> an</c>

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it's become more more of like an
 

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it's become more more of like an
expectation<00:02:36.800><c> that</c><00:02:37.120><c> seei</c><00:02:37.640><c> next</c><00:02:37.840><c> year</c><00:02:38.000><c> scale</c><00:02:38.280><c> by</c>

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expectation that seei next year scale by
 

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expectation that seei next year scale by
the<00:02:38.560><c> way</c><00:02:38.840><c> and</c><00:02:39.000><c> where</c><00:02:39.200><c> where</c><00:02:39.280><c> you</c><00:02:39.360><c> have</c><00:02:39.440><c> a</c>

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the way and where where you have a
 

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the way and where where you have a
chance<00:02:39.720><c> to</c><00:02:39.840><c> catch</c><00:02:40.000><c> up</c><00:02:40.200><c> what</c><00:02:40.920><c> what</c><00:02:41.040><c> what</c><00:02:41.200><c> we</c>

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chance to catch up what what what we
 

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chance to catch up what what what we
we've<00:02:41.519><c> all</c><00:02:41.680><c> been</c><00:02:41.840><c> up</c><00:02:41.959><c> to</c><00:02:42.159><c> the</c><00:02:42.280><c> last</c><00:02:42.440><c> one</c>

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year