Learning Launch 

 Challenge : 

 I am a team lead of my department Billing & Revenue Assurance . I have a huge responsibility of to   recover all current outstanding as well focusing on bad debts and to ensure timely billing to all   customers . Well , being a team lead my responsibility is to focus on all my team . But sometime you get   busy in other things and could n’t follow - up things . My main issue is that I can not engage my team in   unproductive way which may divert their main Job description . While our work is completely depending   on client dealing , and we used to have a back to back meeting . The main problem was if there are two   members engage with client meeting , I must send third one guy to writing proper notes of meeting and   later on convert into minutes of meeting and then circulate their relevant stake holder . Minutes of   meeting is main part of business which help us to plan another strategy according to pre - decided things .   And in this mean time of Covid-19 while we all are working from home we can not engage anyone to   writing a proper minutes of meeting and save time for us . we can not do that really . Ok most of the   people are using online meeting tools like Zoom ; there is an option for recording audio . But in the end I   have to prepare minutes of meeting . Like do traditional things . Listen carefully , then read , then   summarize and then execute minutes of meeting and send email to all stake holders or relevant   participants . 

 Selection : 

 One day I was talking with my group friends ; ( I am an executive MBA student ) . So after having class I   was just discussing things with my friends that I have to go early because I have to early because I have   to circulate minutes of meeting from my last meeting . I just said in a mood wish I had a robot who could   write it for me , one of my friend before completing my sentence we can make a robot for you . and I   thought they are making fun of me . But really they were serious . They belong to engineering   background and they really can make a robot for me . But the problem was that I can not carry robot with   me lol . Then we did brain storming and finally we decided to make an application which can do multiple   task at once . Like 4 in 1 ; listening , writing , summarizing & circulating minutes of meeting at one . Wow !   We came up with the solution . We will make an application which can do all things . 

 Application : 

 After deciding the things , for our first learning launch . We focused on the structure/ execution of our   prototype . We wanted to see if we can do it in a way we thought it or planned it . We met some other   software developers for our prototype . This project is all depend on artificial intelligence so we had to   do research and development . And then we approached two software developers ( one was python   developer and second was front end developer ) . With the help of them we made a prototype . 

 Then they trained machine properly . In the first phase they made them machine to recognize voice   recognition . If there are two participants , we have to assist machine first that he is participant A’a voice   and that is participant ’s b voice , how it was possible . Just before starting meeting we send machine a   short audio clip of both participant and then machine will auto recognize both voices and then we give   them name of their voices . Like Mr. A is speaking now Ms. B is speaking . 

 In second phase trained machine to convert speech into text according to the participant ’s voices . 

 Third phase , was to train machine summarize or fetch key points from the meeting which repeatedly   most and said in a specific tone , and will prepare minutes of meeting . 

 And the last forth phase , machine will send the auto - email to all participant according to all pre - feed   data . 

 Insight : 

 And after training the machine we first gave our prototype to our department head . And yes he was   completely surprised . And then he proposed that idea to the C.E.O , he asked them to they should   proper fund this idea and implement first in our organization because it may save our time and we can   utilize our people in more efficient way . we tested this first in our intra departments meetings . Which   went successful . And we realized that by taking this work from machine we can learn our people more   productive things and we can focus on our objectives . 

 Approach : 

 Given than our team was already engaged in other different activities and gone through several design   thinking activates / tools . But by doing this we tried to giving them a brilliant way of broad thinking . Come   out from box thinking and adopt broad thinking or design thinking for innovation . Ideas can happen in   real . We just need a design thinking tool for approaching and idea . 


EMAIL: 
ID_NUM: 
NAME_STUDENT: 
PHONE_NUM: 
STREET_ADDRESS: 
URL_PERSONAL: 
USERNAME: 

### Task: You are a PII (Personal Identity Information) Detection. Given a essays written by students, you have to identify ONLY the following:
NAME_STUDENT - The full or partial name of a student that is not necessarily the author of the essay. This excludes instructors, authors, and other person names.
EMAIL - A student’s email address.
USERNAME - A student's username on any platform.
ID_NUM - A number or sequence of characters that could be used to identify a student, such as a student ID or a social security number.
PHONE_NUM - A phone number associated with a student.
URL_PERSONAL - A URL that might be used to identify a student.
STREET_ADDRESS - A full or partial street address that is associated with the student, such as their home address.
### Input: Learning Launch 

 Challenge : 

 I am a team lead of my department Billing & Revenue Assurance . I have a huge responsibility of to   recover all current outstanding as well focusing on bad debts and to ensure timely billing to all   customers . Well , being a team lead my responsibility is to focus on all my team . But sometime you get   busy in other things and could n’t follow - up things . My main issue is that I can not engage my team in   unproductive way which may divert their main Job description . While our work is completely depending   on client dealing , and we used to have a back to back meeting . The main problem was if there are two   members engage with client meeting , I must send third one guy to writing proper notes of meeting and   later on convert into minutes of meeting and then circulate their relevant stake holder . Minutes of   meeting is main part of business which help us to plan another strategy according to pre - decided things .   And in this mean time of Covid-19 while we all are working from home we can not engage anyone to   writing a proper minutes of meeting and save time for us . we can not do that really . Ok most of the   people are using online meeting tools like Zoom ; there is an option for recording audio . But in the end I   have to prepare minutes of meeting . Like do traditional things . Listen carefully , then read , then   summarize and then execute minutes of meeting and send email to all stake holders or relevant   participants . 

 Selection : 

 One day I was talking with my group friends ; ( I am an executive MBA student ) . So after having class I   was just discussing things with my friends that I have to go early because I have to early because I have   to circulate minutes of meeting from my last meeting . I just said in a mood wish I had a robot who could   write it for me , one of my friend before completing my sentence we can make a robot for you . and I   thought they are making fun of me . But really they were serious . They belong to engineering   background and they really can make a robot for me . But the problem was that I can not carry robot with   me lol . Then we did brain storming and finally we decided to make an application which can do multiple   task at once . Like 4 in 1 ; listening , writing , summarizing & circulating minutes of meeting at one . Wow !   We came up with the solution . We will make an application which can do all things . 

 Application : 

 After deciding the things , for our first learning launch . We focused on the structure/ execution of our   prototype . We wanted to see if we can do it in a way we thought it or planned it . We met some other   software developers for our prototype . This project is all depend on artificial intelligence so we had to   do research and development . And then we approached two software developers ( one was python   developer and second was front end developer ) . With the help of them we made a prototype . 

 Then they trained machine properly . In the first phase they made them machine to recognize voice   recognition . If there are two participants , we have to assist machine first that he is participant A’a voice   and that is participant ’s b voice , how it was possible . Just before starting meeting we send machine a   short audio clip of both participant and then machine will auto recognize both voices and then we give   them name of their voices . Like Mr. A is speaking now Ms. B is speaking . 

 In second phase trained machine to convert speech into text according to the participant ’s voices . 

 Third phase , was to train machine summarize or fetch key points from the meeting which repeatedly   most and said in a specific tone , and will prepare minutes of meeting . 

 And the last forth phase , machine will send the auto - email to all participant according to all pre - feed   data . 

 Insight : 

 And after training the machine we first gave our prototype to our department head . And yes he was   completely surprised . And then he proposed that idea to the C.E.O , he asked them to they should   proper fund this idea and implement first in our organization because it may save our time and we can   utilize our people in more efficient way . we tested this first in our intra departments meetings . Which   went successful . And we realized that by taking this work from machine we can learn our people more   productive things and we can focus on our objectives . 

 Approach : 

 Given than our team was already engaged in other different activities and gone through several design   thinking activates / tools . But by doing this we tried to giving them a brilliant way of broad thinking . Come   out from box thinking and adopt broad thinking or design thinking for innovation . Ideas can happen in   real . We just need a design thinking tool for approaching and idea .
### Output: 