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LEARNAI


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AI4I® – LITERACY IN AI


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STUDENTS

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schools (secondary to universities) can join our new AI Student Outreach
Programme.


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knowledge and skills do they need, and how you can supplement your curriculum
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#LEARNAI STORIES


Dave is a Logistic Finance FP&A analyst for an American information technology
MNC. He found that there is an urgency for a financial analyst like him to
recognise the importance of data literacy. Currently, he focuses on using python
to automate and streamline finance data management workflow and using it for
data analytics. He is upskilling together with team members towards the data
analyst level. He also works as an interpreter between the IT developer and the
Finance team. He can explain the finance process in IT developer understandable
wording and explain it back to the finance team in layman’s terms. Next project,
he plans to apply machine learning to his work to gain predictive insight from
gathered data.
Dave Lim
Logistic Finance FP&A Analyst
Crystal Tang has worked in multiple renowned fashion brands across the Asia
Pacific. She has leveraged a robust data mining and analytics foundation in her
14 years as a professional in merchandise planning. Her role focuses on demand
forecasting. analysing product seasonality. Rate of selling and inventory turn,
which are crucial metrics to inform business decisions. However, in today’s
highly connected worid, where data is the new currency, she knows her current
tools could use some valuable upskilling. She would like to learn data science
so that she may continue to contribute to her employer’s digitally-enabled
future.
Crystal Tang
Data Analyst in Retail Company
John Saw is a process engineer in Micron with over a decade worth of experience.
There, he developed an interest in areas such as automation and artificial
intelligence and how such setups could help his colleagues and himself improve
productivity and better manage new technology processes. Through continuous self
learning, he developed an application to help identify dominant factors for
characterization with a calculator-like ability to predict process outcomes
thereby increasing work efficiency.
John Saw
Senior Diffusion Process Engineer
Tee Hui is the Vice President for the Education & Professional Development
Group, and currently in charge of Technical Excellence Group in The Institution
of Engineers Singapore (IES). He found there is an urgency to bring up the
awareness of Al skill in the engineering community in a few years back, and
working closely with various parties in promoting Al, while he was in Education
Group. Recently, he focused on promoting the deployment of Al in the engineering
community. His Al projects cover healthcare, transportation, manufacturing.
education,
management as well as design. AISG provides significant support to Singapore
engineering community in Al.
Teo Tee Hui
Vice President at The Institution of
Engineers Singapore
Lorraine is an Assistant Director at Government Technology Agency. She is
currently leading a team to manage Whole-of-Government Cybersecurity programmes
on capability development, ecosystem development and cyber hygiene. GovTech has
been adopting Al to improve the efficiency and productivity of government
products and services. Lorraine was previously involved in implementing chatbots
for government agencies, which embrace the use of Natural Language Processing
(inc. Text to Speech), a branch of Artificial Intelligence. Currently, she and
her team in cybersecurity are trialling the use of Al in simulated phishing
emails for education and awareness purposes.
Lorraine Ong
Assistant Director at GovTech
Gary’s research is into diabetes and complications of diabetes. Prior to
Covid-19, he was also working in Hougang Polyclinic as a family physician.
Currently, he provides clinical advisory to start-ups and help them validate
clinical needs. One of his project was to use Al to help identify at risk
patients with diabetic foot disease who require further evaluation. He also
attended a datathon by NUHS in which his project was the use of Al to identify
pathological x-rays for radiologists to prioritize.
Gary Yee
Health Service Researcher at National
Healthcare Group
Jacky Tan builds and maintains ETL data pipelines for data analytics/modelling
and machine learning in his role as a Data Engineer at Singtel. His past
experiences were in the social sciences disciplines where he spearheaded several
research projects that investigated topics such as child abuse and neglect and
recidivism among former inmates. A fortuitous event shaped his transition into
the field of Al in 2018. After attending a Al4E event and on the advice of Al
Singapore, he enrolled in the inaugural Master of Technology in Intelligent
Systems programme at NUS and graduated in 2021. He continues to keep abreast of
the latest development in the fields of Al Ethics and MLOps.
Jacky Tan
Data Engineer at Singtel
Dave is a Logistic Finance FP&A analyst for an American information technology
MNC. He found that there is an urgency for a financial analyst like him to
recognise the importance of data literacy. Currently, he focuses on using python
to automate and streamline finance data management workflow and using it for
data analytics. He is upskilling together with team members towards the data
analyst level. He also works as an interpreter between the IT developer and the
Finance team. He can explain the finance process in IT developer understandable
wording and explain it back to the finance team in layman’s terms. Next project,
he plans to apply machine learning to his work to gain predictive insight from
gathered data.
Dave Lim
Logistic Finance FP&A Analyst
Crystal Tang has worked in multiple renowned fashion brands across the Asia
Pacific. She has leveraged a robust data mining and analytics foundation in her
14 years as a professional in merchandise planning. Her role focuses on demand
forecasting. analysing product seasonality. Rate of selling and inventory turn,
which are crucial metrics to inform business decisions. However, in today’s
highly connected worid, where data is the new currency, she knows her current
tools could use some valuable upskilling. She would like to learn data science
so that she may continue to contribute to her employer’s digitally-enabled
future.
Crystal Tang
Data Analyst in Retail Company
John Saw is a process engineer in Micron with over a decade worth of experience.
There, he developed an interest in areas such as automation and artificial
intelligence and how such setups could help his colleagues and himself improve
productivity and better manage new technology processes. Through continuous self
learning, he developed an application to help identify dominant factors for
characterization with a calculator-like ability to predict process outcomes
thereby increasing work efficiency.
John Saw
Senior Diffusion Process Engineer
Tee Hui is the Vice President for the Education & Professional Development
Group, and currently in charge of Technical Excellence Group in The Institution
of Engineers Singapore (IES). He found there is an urgency to bring up the
awareness of Al skill in the engineering community in a few years back, and
working closely with various parties in promoting Al, while he was in Education
Group. Recently, he focused on promoting the deployment of Al in the engineering
community. His Al projects cover healthcare, transportation, manufacturing.
education,
management as well as design. AISG provides significant support to Singapore
engineering community in Al.
Teo Tee Hui
Vice President at The Institution of
Engineers Singapore
Lorraine is an Assistant Director at Government Technology Agency. She is
currently leading a team to manage Whole-of-Government Cybersecurity programmes
on capability development, ecosystem development and cyber hygiene. GovTech has
been adopting Al to improve the efficiency and productivity of government
products and services. Lorraine was previously involved in implementing chatbots
for government agencies, which embrace the use of Natural Language Processing
(inc. Text to Speech), a branch of Artificial Intelligence. Currently, she and
her team in cybersecurity are trialling the use of Al in simulated phishing
emails for education and awareness purposes.
Lorraine Ong
Assistant Director at GovTech
Gary’s research is into diabetes and complications of diabetes. Prior to
Covid-19, he was also working in Hougang Polyclinic as a family physician.
Currently, he provides clinical advisory to start-ups and help them validate
clinical needs. One of his project was to use Al to help identify at risk
patients with diabetic foot disease who require further evaluation. He also
attended a datathon by NUHS in which his project was the use of Al to identify
pathological x-rays for radiologists to prioritize.
Gary Yee
Health Service Researcher at National
Healthcare Group
Jacky Tan builds and maintains ETL data pipelines for data analytics/modelling
and machine learning in his role as a Data Engineer at Singtel. His past
experiences were in the social sciences disciplines where he spearheaded several
research projects that investigated topics such as child abuse and neglect and
recidivism among former inmates. A fortuitous event shaped his transition into
the field of Al in 2018. After attending a Al4E event and on the advice of Al
Singapore, he enrolled in the inaugural Master of Technology in Intelligent
Systems programme at NUS and graduated in 2021. He continues to keep abreast of
the latest development in the fields of Al Ethics and MLOps.
Jacky Tan
Data Engineer at Singtel
Dave is a Logistic Finance FP&A analyst for an American information technology
MNC. He found that there is an urgency for a financial analyst like him to
recognise the importance of data literacy. Currently, he focuses on using python
to automate and streamline finance data management workflow and using it for
data analytics. He is upskilling together with team members towards the data
analyst level. He also works as an interpreter between the IT developer and the
Finance team. He can explain the finance process in IT developer understandable
wording and explain it back to the finance team in layman’s terms. Next project,
he plans to apply machine learning to his work to gain predictive insight from
gathered data.
Dave Lim
Logistic Finance FP&A Analyst
Crystal Tang has worked in multiple renowned fashion brands across the Asia
Pacific. She has leveraged a robust data mining and analytics foundation in her
14 years as a professional in merchandise planning. Her role focuses on demand
forecasting. analysing product seasonality. Rate of selling and inventory turn,
which are crucial metrics to inform business decisions. However, in today’s
highly connected worid, where data is the new currency, she knows her current
tools could use some valuable upskilling. She would like to learn data science
so that she may continue to contribute to her employer’s digitally-enabled
future.
Crystal Tang
Data Analyst in Retail Company
John Saw is a process engineer in Micron with over a decade worth of experience.
There, he developed an interest in areas such as automation and artificial
intelligence and how such setups could help his colleagues and himself improve
productivity and better manage new technology processes. Through continuous self
learning, he developed an application to help identify dominant factors for
characterization with a calculator-like ability to predict process outcomes
thereby increasing work efficiency.
John Saw
Senior Diffusion Process Engineer
Tee Hui is the Vice President for the Education & Professional Development
Group, and currently in charge of Technical Excellence Group in The Institution
of Engineers Singapore (IES). He found there is an urgency to bring up the
awareness of Al skill in the engineering community in a few years back, and
working closely with various parties in promoting Al, while he was in Education
Group. Recently, he focused on promoting the deployment of Al in the engineering
community. His Al projects cover healthcare, transportation, manufacturing.
education,
management as well as design. AISG provides significant support to Singapore
engineering community in Al.
Teo Tee Hui
Vice President at The Institution of
Engineers Singapore
Lorraine is an Assistant Director at Government Technology Agency. She is
currently leading a team to manage Whole-of-Government Cybersecurity programmes
on capability development, ecosystem development and cyber hygiene. GovTech has
been adopting Al to improve the efficiency and productivity of government
products and services. Lorraine was previously involved in implementing chatbots
for government agencies, which embrace the use of Natural Language Processing
(inc. Text to Speech), a branch of Artificial Intelligence. Currently, she and
her team in cybersecurity are trialling the use of Al in simulated phishing
emails for education and awareness purposes.
Lorraine Ong
Assistant Director at GovTech
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