thank you guys so I will get Microsoft in the AI artificial intelligence and
in the AI artificial intelligence and
in the AI artificial intelligence and research organization I run an algorithm
research organization I run an algorithm
research organization I run an algorithm steam for 150 odd people machine
steam for 150 odd people machine
steam for 150 odd people machine learning scientists game theorists
learning scientists game theorists
learning scientists game theorists computer scientists distributed
computer scientists distributed
computer scientists distributed computational scientists and so it’s an
computational scientists and so it’s an
computational scientists and so it’s an exciting group and when I was looking at
exciting group and when I was looking at
exciting group and when I was looking at my talk I was thinking of I cried that
my talk I was thinking of I cried that
my talk I was thinking of I cried that tell you guys about AI or I could tell
tell you guys about AI or I could tell
tell you guys about AI or I could tell you about future problems at AI you
you about future problems at AI you
you about future problems at AI you already must be hearing but what Elon
already must be hearing but what Elon
already must be hearing but what Elon Musk is saying and how to counter him or
Musk is saying and how to counter him or
Musk is saying and how to counter him or I could tell you how I got into AI and
I could tell you how I got into AI and
I could tell you how I got into AI and given that I just had one kid going
given that I just had one kid going
given that I just had one kid going through the college a process I thought
through the college a process I thought
through the college a process I thought that would probably be the most
that would probably be the most
that would probably be the most interesting talk to have here
interesting talk to have here
interesting talk to have here so I titled my talk fine what you’d like
so I titled my talk fine what you’d like
so I titled my talk fine what you’d like to do and I underlined three words here
to do and I underlined three words here
to do and I underlined three words here so the underlining is important because
so the underlining is important because
so the underlining is important because I know you go you you girls and guys
I know you go you you girls and guys
I know you go you you girls and guys like the word like so I don’t want you
like the word like so I don’t want you
like the word like so I don’t want you to focus on like I want you to start
to focus on like I want you to start
to focus on like I want you to start with you so this is about you it’s your
with you so this is about you it’s your
with you so this is about you it’s your journey it’s not your parents journey
journey it’s not your parents journey
journey it’s not your parents journey and even though I nag down on to death
and even though I nag down on to death
and even though I nag down on to death it’s not my journey it’s his journey
it’s not my journey it’s his journey
it’s not my journey it’s his journey it’s about what you want to do and the
it’s about what you want to do and the
it’s about what you want to do and the do is about gainful employment so you
do is about gainful employment so you
do is about gainful employment so you know what what can you gainfully do so I
know what what can you gainfully do so I
know what what can you gainfully do so I don’t want when you think of doing I
don’t want when you think of doing I
don’t want when you think of doing I don’t really want you to focus on binge
don’t really want you to focus on binge
don’t really want you to focus on binge watching Netflix as an example of do if
watching Netflix as an example of do if
watching Netflix as an example of do if you do is really if you want to be a
you do is really if you want to be a
you do is really if you want to be a teacher what is doing as a teacher means
teacher what is doing as a teacher means
teacher what is doing as a teacher means it means preparing for class knowing
it means preparing for class knowing
it means preparing for class knowing your subject coming to class seeing a
your subject coming to class seeing a
your subject coming to class seeing a sea of in different faces and figuring
sea of in different faces and figuring
sea of in different faces and figuring out how to inspire that class that is
out how to inspire that class that is
out how to inspire that class that is the doing so you and do are very
the doing so you and do are very
the doing so you and do are very important and today I’ll talk about fine
important and today I’ll talk about fine
important and today I’ll talk about fine so the UN do really where I want you to
so the UN do really where I want you to
so the UN do really where I want you to head towards is focus on the process and
head towards is focus on the process and
head towards is focus on the process and not
not
not the outcome so I have a Hope Solo
the outcome so I have a Hope Solo
the outcome so I have a Hope Solo picture here I really like that picture
picture here I really like that picture
picture here I really like that picture she looks kind of aggressive and intense
she looks kind of aggressive and intense
she looks kind of aggressive and intense and muscular arms and the process of
and muscular arms and the process of
and muscular arms and the process of getting there
getting there
getting there actually I don’t enjoy that process at
actually I don’t enjoy that process at
actually I don’t enjoy that process at all so Johnny knows that I barely go on
all so Johnny knows that I barely go on
all so Johnny knows that I barely go on my walks so forget about running or
my walks so forget about running or
my walks so forget about running or lifting weights so the process you need
lifting weights so the process you need
lifting weights so the process you need to focus on
to focus on
to focus on do you like the process the doing and
do you like the process the doing and
do you like the process the doing and I’m gonna stop with that because I’m
I’m gonna stop with that because I’m
I’m gonna stop with that because I’m going to start with the find piece so
going to start with the find piece so
going to start with the find piece so I’m gonna start with where I was as a
I’m gonna start with where I was as a
I’m gonna start with where I was as a student in ninth and tenth grade in my
student in ninth and tenth grade in my
student in ninth and tenth grade in my mind I was very clearly going to do
mind I was very clearly going to do
mind I was very clearly going to do medicine around me I grew up in India
medicine around me I grew up in India
medicine around me I grew up in India and around me I didn’t see women doing
and around me I didn’t see women doing
and around me I didn’t see women doing many other interesting jobs but I did
many other interesting jobs but I did
many other interesting jobs but I did see women doctors I was a healthy child
see women doctors I was a healthy child
see women doctors I was a healthy child so usually the interaction with the
so usually the interaction with the
so usually the interaction with the doctor was kind of a happy interaction
doctor was kind of a happy interaction
doctor was kind of a happy interaction I saw happy doctors they world this
I saw happy doctors they world this
I saw happy doctors they world this white thing which kind of looked cool
white thing which kind of looked cool
white thing which kind of looked cool and then I also liked happy babies so I
and then I also liked happy babies so I
and then I also liked happy babies so I put the two together and I said how
put the two together and I said how
put the two together and I said how about a pediatrician and so from sixth I
about a pediatrician and so from sixth I
about a pediatrician and so from sixth I kept telling myself I’m going to do
kept telling myself I’m going to do
kept telling myself I’m going to do medicine and my parents had this you
medicine and my parents had this you
medicine and my parents had this you know you know that proving look they
know you know that proving look they
know you know that proving look they have on that face you know when you say
have on that face you know when you say
have on that face you know when you say I’m gonna do medicine that’s the look
I’m gonna do medicine that’s the look
I’m gonna do medicine that’s the look they had like I was their star child and
they had like I was their star child and
they had like I was their star child and I got 9th grade and I had my first
I got 9th grade and I had my first
I got 9th grade and I had my first physics mechanics
physics mechanics
physics mechanics I don’t want gravity and F equal to Ma
I don’t want gravity and F equal to Ma
I don’t want gravity and F equal to Ma and the pendulum swinging and I wasn’t
and the pendulum swinging and I wasn’t
and the pendulum swinging and I wasn’t particularly good at it but it was
particularly good at it but it was
particularly good at it but it was fascinating I also had a crush on
fascinating I also had a crush on
fascinating I also had a crush on trigonometry around 9th and 10th so so
trigonometry around 9th and 10th so so
trigonometry around 9th and 10th so so here I am in my mind I had already I was
here I am in my mind I had already I was
here I am in my mind I had already I was a pediatrician and I really liked
a pediatrician and I really liked
a pediatrician and I really liked physics and math and luckily for me
physics and math and luckily for me
physics and math and luckily for me around the 12th which is when we give
around the 12th which is when we give
around the 12th which is when we give our common entrance exams and we decide
our common entrance exams and we decide
our common entrance exams and we decide to do medicine engineering whatever you
to do medicine engineering whatever you
to do medicine engineering whatever you decide to do I was still doing bio so I
decide to do I was still doing bio so I
decide to do I was still doing bio so I got into medical school and my dad had
got into medical school and my dad had
got into medical school and my dad had that happy look on his face and I had
that happy look on his face and I had
that happy look on his face and I had the look of I’m not doing it and we had
the look of I’m not doing it and we had
the look of I’m not doing it and we had a chat
a chat
a chat said that I’m going to turn down this
said that I’m going to turn down this
said that I’m going to turn down this admission and I’ll tell you he didn’t
admission and I’ll tell you he didn’t
admission and I’ll tell you he didn’t talk to me for a year because I chose to
talk to me for a year because I chose to
talk to me for a year because I chose to do engineering which was itself a blow
do engineering which was itself a blow
do engineering which was itself a blow and then I chose to do civil engineering
and then I chose to do civil engineering
and then I chose to do civil engineering which was even a bigger blow and I chose
which was even a bigger blow and I chose
which was even a bigger blow and I chose civil engineering because I just
civil engineering because I just
civil engineering because I just finished reading a book where this guy
finished reading a book where this guy
finished reading a book where this guy was an architect and he built all these
was an architect and he built all these
was an architect and he built all these homes and I was fascinated I said I’m
homes and I was fascinated I said I’m
homes and I was fascinated I said I’m going to be an engineer a real engineer
going to be an engineer a real engineer
going to be an engineer a real engineer I got to college and first year in a
I got to college and first year in a
I got to college and first year in a first year we gave our exams all
first year we gave our exams all
first year we gave our exams all engineering students give the same exam
engineering students give the same exam
engineering students give the same exam and so you gave our video finals and in
and so you gave our video finals and in
and so you gave our video finals and in two months our results came out and I
two months our results came out and I
two months our results came out and I had I came first in that university it’s
had I came first in that university it’s
had I came first in that university it’s miraculous so I’m looking at my grades
miraculous so I’m looking at my grades
miraculous so I’m looking at my grades and I’m very thrilled and very happy
and I’m very thrilled and very happy
and I’m very thrilled and very happy about it I’m actually a very optimistic
about it I’m actually a very optimistic
about it I’m actually a very optimistic person about grades and I never get the
person about grades and I never get the
person about grades and I never get the grades that I think I’m gonna get but in
grades that I think I’m gonna get but in
grades that I think I’m gonna get but in this case it kind of had gotten reversed
this case it kind of had gotten reversed
this case it kind of had gotten reversed so I looked at my grades and that year
so I looked at my grades and that year
so I looked at my grades and that year the physics test was very hard so I had
the physics test was very hard so I had
the physics test was very hard so I had aced that test I had an 81 out of 100
aced that test I had an 81 out of 100
aced that test I had an 81 out of 100 which was acing the test next highest
which was acing the test next highest
which was acing the test next highest was 50 and so basically at one subject
was 50 and so basically at one subject
was 50 and so basically at one subject and my favorite math had put me above
and my favorite math had put me above
and my favorite math had put me above all the other students I barely passed
all the other students I barely passed
all the other students I barely passed engineering drawing and so the counselor
engineering drawing and so the counselor
engineering drawing and so the counselor a college counselor took me aside and
a college counselor took me aside and
a college counselor took me aside and said hey we’re looking at your grades
said hey we’re looking at your grades
said hey we’re looking at your grades and the teachers we had a discussion the
and the teachers we had a discussion the
and the teachers we had a discussion the engineering drawing teacher really
engineering drawing teacher really
engineering drawing teacher really thinks you should not be doing civil
thinks you should not be doing civil
thinks you should not be doing civil engineering you don’t have any
engineering you don’t have any
engineering you don’t have any perspective and this he means by
perspective and this he means by
perspective and this he means by perspective so here I am listening to me
perspective so here I am listening to me
perspective so here I am listening to me I’m heartbroken and he says we really
I’m heartbroken and he says we really
I’m heartbroken and he says we really think you should be doing computer
think you should be doing computer
think you should be doing computer engineering and I’m like that’s not
engineering and I’m like that’s not
engineering and I’m like that’s not engineering sitting in front of a
engineering sitting in front of a
engineering sitting in front of a computer I had not even seen a computer
computer I had not even seen a computer
computer I had not even seen a computer so I said no way I’m gonna be a real
so I said no way I’m gonna be a real
so I said no way I’m gonna be a real engineer you know working with machines
engineer you know working with machines
engineer you know working with machines or so so we kind of came to this middle
or so so we kind of came to this middle
or so so we kind of came to this middle ground because the civil engineering
ground because the civil engineering
ground because the civil engineering teachers were rejecting me I chose
teachers were rejecting me I chose
teachers were rejecting me I chose Electrical and I’m into electrical
Electrical and I’m into electrical
Electrical and I’m into electrical engineering and was that
engineering and was that
engineering and was that a good fit for me I went through
a good fit for me I went through
a good fit for me I went through electrical engineering kind of a happy
electrical engineering kind of a happy
electrical engineering kind of a happy kid I got my final year and there was a
kid I got my final year and there was a
kid I got my final year and there was a requirement to take a coding class and
requirement to take a coding class and
requirement to take a coding class and so I took my first coding class in my
so I took my first coding class in my
so I took my first coding class in my final year of college and that coding
final year of college and that coding
final year of college and that coding class required thisis a senior thesis I
class required thisis a senior thesis I
class required thisis a senior thesis I believe you guys have a senior thesis
believe you guys have a senior thesis
believe you guys have a senior thesis but it’s completely different
but it’s completely different
but it’s completely different this thesis was like an engineering
this thesis was like an engineering
this thesis was like an engineering thesis and the the professor in the
thesis and the the professor in the
thesis and the the professor in the computer class he gave me this textbook
computer class he gave me this textbook
computer class he gave me this textbook and he said do you want to work on this
and he said do you want to work on this
and he said do you want to work on this and it was about speech recognition
and it was about speech recognition
and it was about speech recognition getting a computer to recognize human
getting a computer to recognize human
getting a computer to recognize human speech the same way humans recognize
speech the same way humans recognize
speech the same way humans recognize human speech and so I got the book and
human speech and so I got the book and
human speech and so I got the book and as usual like I’m going through this
as usual like I’m going through this
as usual like I’m going through this book
book
book and it’s fascinating I had never thought
and it’s fascinating I had never thought
and it’s fascinating I had never thought computers could do that I thought they
computers could do that I thought they
computers could do that I thought they just added things and I really didn’t
just added things and I really didn’t
just added things and I really didn’t like for loops and while loops and this
like for loops and while loops and this
like for loops and while loops and this was completely different and then
was completely different and then
was completely different and then there’s this chapter on dynamic time
there’s this chapter on dynamic time
there’s this chapter on dynamic time warping which is about dynamic
warping which is about dynamic
warping which is about dynamic programming it’s ingenious and I’m
programming it’s ingenious and I’m
programming it’s ingenious and I’m looking at this and I’m saying okay I’m
looking at this and I’m saying okay I’m
looking at this and I’m saying okay I’m gonna do this I’m gonna build this thing
gonna do this I’m gonna build this thing
gonna do this I’m gonna build this thing now I don’t have a computer did I tell
now I don’t have a computer did I tell
now I don’t have a computer did I tell you that I don’t have access to a
you that I don’t have access to a
you that I don’t have access to a computer so I looked around and
computer so I looked around and
computer so I looked around and everybody says nobody has computers here
everybody says nobody has computers here
everybody says nobody has computers here you know you’ve got to be rich to have a
you know you’ve got to be rich to have a
you know you’ve got to be rich to have a computer so someone gives says that they
computer so someone gives says that they
computer so someone gives says that they had a company they shut down at 7:00
had a company they shut down at 7:00
had a company they shut down at 7:00 p.m. so they’ll give me a computer from
p.m. so they’ll give me a computer from
p.m. so they’ll give me a computer from 8:00 p.m. to 2:00 a.m. now this is India
8:00 p.m. to 2:00 a.m. now this is India
8:00 p.m. to 2:00 a.m. now this is India so 8:00 p.m. to 2:00 a.m. a girl is
so 8:00 p.m. to 2:00 a.m. a girl is
so 8:00 p.m. to 2:00 a.m. a girl is supposed to be at home with her family
supposed to be at home with her family
supposed to be at home with her family so when I tell my dad I’m gonna be out
so when I tell my dad I’m gonna be out
so when I tell my dad I’m gonna be out sitting with a computer he is not happy
sitting with a computer he is not happy
sitting with a computer he is not happy at all he’s kind of made you know peace
at all he’s kind of made you know peace
at all he’s kind of made you know peace with this engineering thing now this
with this engineering thing now this
with this engineering thing now this computer thing is really throwing him
computer thing is really throwing him
computer thing is really throwing him off he didn’t talk to me for another six
off he didn’t talk to me for another six
off he didn’t talk to me for another six months
months
months I found a boy who needed tutoring
I found a boy who needed tutoring
I found a boy who needed tutoring he took me at 8:00 p.m. because I needed
he took me at 8:00 p.m. because I needed
he took me at 8:00 p.m. because I needed security 8:00 p.m.
security 8:00 p.m.
security 8:00 p.m. I taught him until 10:00 and from 10:00
I taught him until 10:00 and from 10:00
I taught him until 10:00 and from 10:00 to 2:00 I coded and I fell in love with
to 2:00 I coded and I fell in love with
to 2:00 I coded and I fell in love with AI that was my introduction to AI and at
AI that was my introduction to AI and at
AI that was my introduction to AI and at the end of it I asked my professor how
the end of it I asked my professor how
the end of it I asked my professor how do I study the subject and he said you
do I study the subject and he said you
do I study the subject and he said you have to go to the US and so I gave my
have to go to the US and so I gave my
have to go to the US and so I gave my GRE with a month of preparation and I
GRE with a month of preparation and I
GRE with a month of preparation and I applied to Caltech and they were very
applied to Caltech and they were very
applied to Caltech and they were very kind and within two months they rejected
kind and within two months they rejected
kind and within two months they rejected me so I knew where I stood and so I
me so I knew where I stood and so I
me so I knew where I stood and so I quickly applied to a lot of other
quickly applied to a lot of other
quickly applied to a lot of other schools and bu gave me a full
schools and bu gave me a full
schools and bu gave me a full scholarship I got two other scholarships
scholarship I got two other scholarships
scholarship I got two other scholarships and I came to the US I studied my
and I came to the US I studied my
and I came to the US I studied my masters and I felt I hadn’t learned
masters and I felt I hadn’t learned
masters and I felt I hadn’t learned enough and I got a job after my masters
enough and I got a job after my masters
enough and I got a job after my masters and I turned the job down I did a PhD so
and I turned the job down I did a PhD so
and I turned the job down I did a PhD so I was a student for a long time but I
I was a student for a long time but I
I was a student for a long time but I got into AI or speech recognition I did
got into AI or speech recognition I did
got into AI or speech recognition I did speech recognition for like six to seven
speech recognition for like six to seven
speech recognition for like six to seven years and then I joined Yahoo who hired
years and then I joined Yahoo who hired
years and then I joined Yahoo who hired me to do speech recognition for them but
me to do speech recognition for them but
me to do speech recognition for them but they shut the project down the month
they shut the project down the month
they shut the project down the month after they hired me so they said you
after they hired me so they said you
after they hired me so they said you know we’re forming this machine learning
know we’re forming this machine learning
know we’re forming this machine learning group for online advertising
group for online advertising
group for online advertising do you want to join it so I said sure
do you want to join it so I said sure
do you want to join it so I said sure why not and so I got into speech
why not and so I got into speech
why not and so I got into speech recognition is machine learning but it
recognition is machine learning but it
recognition is machine learning but it wasn’t called that I got into machine
wasn’t called that I got into machine
wasn’t called that I got into machine learning I got an online advertising two
learning I got an online advertising two
learning I got an online advertising two years later they had their first Hadoop
years later they had their first Hadoop
years later they had their first Hadoop cluster they asked me do you want to do
cluster they asked me do you want to do
cluster they asked me do you want to do distributed machine learning distributed
distributed machine learning distributed
distributed machine learning distributed computation I didn’t know her loop
computation I didn’t know her loop
computation I didn’t know her loop I had never programmed in Java but as
I had never programmed in Java but as
I had never programmed in Java but as usual I jumped up very enthusiastically
usual I jumped up very enthusiastically
usual I jumped up very enthusiastically and said yes the songs like again in my
and said yes the songs like again in my
and said yes the songs like again in my mind I always feel that is ingenious and
mind I always feel that is ingenious and
mind I always feel that is ingenious and then I am just caught so I did
then I am just caught so I did
then I am just caught so I did distributed computing and all those
distributed computing and all those
distributed computing and all those experiences essentially led me to where
experiences essentially led me to where
experiences essentially led me to where I am machine learning and in Microsoft
I am machine learning and in Microsoft
I am machine learning and in Microsoft so my journey as you can see is a
so my journey as you can see is a
so my journey as you can see is a sequence of meandering I did a lot of
sequence of meandering I did a lot of
sequence of meandering I did a lot of different things and if you realize many
different things and if you realize many
different things and if you realize many times I focused on the outcome before
times I focused on the outcome before
times I focused on the outcome before the process and luckily the process kind
the process and luckily the process kind
the process and luckily the process kind of dragged me back to what I really like
of dragged me back to what I really like
of dragged me back to what I really like to do but what I want you to take away
to do but what I want you to take away
to do but what I want you to take away from this is that right now you should
from this is that right now you should
from this is that right now you should keep an open mind who you think you are
keep an open mind who you think you are
keep an open mind who you think you are you’re not really that yet so you you
you’re not really that yet so you you
you’re not really that yet so you you you’re going to evolve you’re going to
you’re going to evolve you’re going to
you’re going to evolve you’re going to change and so you need to have an open
change and so you need to have an open
change and so you need to have an open mind about that you have to follow your
mind about that you have to follow your
mind about that you have to follow your interests because it’s the process right
interests because it’s the process right
interests because it’s the process right if you don’t like exercising you’re not
if you don’t like exercising you’re not
if you don’t like exercising you’re not going to look like Hope Solo so the
going to look like Hope Solo so the
going to look like Hope Solo so the process is important and you need to get
process is important and you need to get
process is important and you need to get out of your comfort zone so when someone
out of your comfort zone so when someone
out of your comfort zone so when someone gives you an opportunity to do something
gives you an opportunity to do something
gives you an opportunity to do something that is kind of related to your interest
that is kind of related to your interest
that is kind of related to your interest you should not immediately say no so
you should not immediately say no so
you should not immediately say no so those are the three things that I want
those are the three things that I want
those are the three things that I want you to take away from how I found myself
you to take away from how I found myself
you to take away from how I found myself into AI I’m still studying so when I I
into AI I’m still studying so when I I
into AI I’m still studying so when I I didn’t really learn AI the in how how AI
didn’t really learn AI the in how how AI
didn’t really learn AI the in how how AI is taught today and so I’m behind and
is taught today and so I’m behind and
is taught today and so I’m behind and just like Johnny and Anand have their
just like Johnny and Anand have their
just like Johnny and Anand have their books open I have my books open and
books open I have my books open and
books open I have my books open and often time I’ll be on Chapter seven and
often time I’ll be on Chapter seven and
often time I’ll be on Chapter seven and I realized that I really didn’t
I realized that I really didn’t
I realized that I really didn’t understand Chapter three so I’ll be back
understand Chapter three so I’ll be back
understand Chapter three so I’ll be back on Chapter three and my husband says you
on Chapter three and my husband says you
on Chapter three and my husband says you know maybe after the two of my kids get
know maybe after the two of my kids get
know maybe after the two of my kids get into college maybe I should go back to
into college maybe I should go back to
into college maybe I should go back to college so I’m still learning I’m
college so I’m still learning I’m
college so I’m still learning I’m learning reinforcement learning which is
learning reinforcement learning which is
learning reinforcement learning which is machines teaching themselves and I’m
machines teaching themselves and I’m
machines teaching themselves and I’m learning causal inference this is a very
learning causal inference this is a very
learning causal inference this is a very interesting theory of what if questions
interesting theory of what if questions
interesting theory of what if questions say you know we have all this data but
say you know we have all this data but
say you know we have all this data but that data has biases of all the you know
that data has biases of all the you know
that data has biases of all the you know all the prejudices that already exists
all the prejudices that already exists
all the prejudices that already exists of how things were before and so if you
of how things were before and so if you
of how things were before and so if you wanted to ask questions like what if
wanted to ask questions like what if
wanted to ask questions like what if this was not how it was how would you
this was not how it was how would you
this was not how it was how would you answer that question so this is a
answer that question so this is a
answer that question so this is a fascinating field again ingenious field
fascinating field again ingenious field
fascinating field again ingenious field and then from my perspective I’ve been
and then from my perspective I’ve been
and then from my perspective I’ve been in in AI for now close to 25 years so I
in in AI for now close to 25 years so I
in in AI for now close to 25 years so I have to give back so I’m trying to give
have to give back so I’m trying to give
have to give back so I’m trying to give back through the women in technology we
back through the women in technology we
back through the women in technology we see women getting into STEM in college
see women getting into STEM in college
see women getting into STEM in college and even through their masters and PhD
and even through their masters and PhD
and even through their masters and PhD but once they get into corporations they
but once they get into corporations they
but once they get into corporations they are not sticking around enough they seem
are not sticking around enough they seem
are not sticking around enough they seem to be moving fields so how do you keep
to be moving fields so how do you keep
to be moving fields so how do you keep women in technology so that’s an area
women in technology so that’s an area
women in technology so that’s an area that I really want to contribute towards
that I really want to contribute towards
that I really want to contribute towards and diversity of thought so because I me
and diversity of thought so because I me
and diversity of thought so because I me and ‘red I came from civil to electrical
and ‘red I came from civil to electrical
and ‘red I came from civil to electrical to computer science and I’m still not a
to computer science and I’m still not a
to computer science and I’m still not a computer scientist I really think that
computer scientist I really think that
computer scientist I really think that if you create an environment which is
if you create an environment which is
if you create an environment which is safe for people to ask questions and
safe for people to ask questions and
safe for people to ask questions and safe
safe
safe for people to express opinions that
for people to express opinions that
for people to express opinions that group kind of succeeds better than a
group kind of succeeds better than a
group kind of succeeds better than a group of you know type a computer
group of you know type a computer
group of you know type a computer science you know you may have excellent
science you know you may have excellent
science you know you may have excellent skills but the group that has diversity
skills but the group that has diversity
skills but the group that has diversity of thought will eventually do better
of thought will eventually do better
of thought will eventually do better than the the other group so those are
than the the other group so those are
than the the other group so those are the two areas that I want to contribute
the two areas that I want to contribute
the two areas that I want to contribute hopefully this was useful to all of you
hopefully this was useful to all of you
hopefully this was useful to all of you I stick around for a little bit so if
I stick around for a little bit so if
I stick around for a little bit so if you have more questions come by and ask
you have more questions come by and ask
you have more questions come by and ask me thank you for having me
me thank you for having me
me thank you for having me [Applause]
”
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