Exclusive – team goji – from hackathon winning prototype to valuable real-world application _ 2017-02-27 _ opengovasia

Photo: Stephanie Chia (left) and Johnson Poh (right) with Dr. Information about health care Vivian Balakrishnan (centre)

At the 2015 IDA Smart Nation Hackathon@SG, Stephanie Chia and Johnson Poh topped the competition in the Open Category and in Best User Experience. Information about health is wealth Team Goji, as they were called, developed a data visualisation application that helps bankers and lawyers piece together corporate and financial data from Accounting and Corporate Regulatory Authority ( ACRA) in just a matter of seconds. Information on health and medicine The application meant that bankers could assess credit worthiness of companies faster and lawyers could trace business networks for ligitation cases better.

The team is working to enhance the prototype to help analyts leverage on government data from data.gov.sg to understand the financial health of companies and compare with industry benchmarks.

OpenGov met with Team Goji to learn more about how such applications will create value for both the public and private sector.


As a two-man team, Goji is underpinned by strong technical expertise and business experience in the finance and defence industry.

Mr. E health information management Poh is presently Chief Data Scientist (ASEAN) at Booz Allen Hamilton with more than 10 years of experience in big data processing, advanced analytics and visualisation capabilities. Health information sources As an Adjunct Faculty Member of the Singapore Management University School of Information Systems, Mr. Health information exchange standards Poh believes that delivering a viable data visualisation product is anchored on an interactive user experience that produces insightful results. Health information sites Mr. Benefits of health information exchange Poh’s previous experience as a Principal Data Scientist at the Ministry of Defence, focusing on operational and investigative analytics, had taught him the importance of building an integrated database platform that is essential to maintaining a robust data infrastructure and repository.

This strong data technical infrastructure has led Goji from ideation to creation, helping to support an application for banks to make better credit decisions – something that Ms. Health information systems salary Chia is well-versed in. Health information exchange models Having been in the retail banking lending and payments business, Ms. What is health information technology Chia recognised that banks need to find faster and smarter ways to piece together a business’ credit worthiness.

Ms. Health information systems ppt Chia’s unique experience from civil servant to banker, has led her to realise how valuable government data can be to the private sector. Healthcare information exchange “More can be done to improve the userbility and value of government data for public and corporate use”, she remarks. Information about health and nutrition Having been actively involved in launching new digital banking products such as Apple Pay and Samsung Pay, Ms. Useful information about health Chia says that “whether you’re a employee or a client of the bank, using digital applications have to be simple and help you get to your objective quicker”.

The concept – presenting ACRA data in visual format for faster analysis

The 2015 IDA Smart Nation Hackathon@SG was a pivotal milestone where several Singapore government agencies and statutory boards released data for public use and innovation. Health information exchange benefits The hackathon reaped its returns by producing a plethora of solutions to real world problems.

“When we saw the ACRA data, we saw the potential to use technology to piece the data together to form valuable insights in a split second. Benefits of health information systems We pitched this application as a way for banks to reduce the time it takes to assess companies’ credit worthiness” said Ms Chia.

She had seen first-hand how her colleagues spent a laborious amount of time downloading huge volumes of data off very unfriendly data platforms and piecing the information together like a jigsaw puzzle. Information about health food The process impacts the time it takes to get back to clients, who were waiting on the outcome of their borrowing applications.

Faster analysis means faster decisions. B s health information management “When an SME approaches your bank for a loan, are you going to tell the SME that it takes two weeks before we can give you the loan because of our due diligence process? You lose business. Online health information If you can minimise the due diligence process, you can get the loan to your client much faster,” Ms. Healthcare information systems Chia said.

Layered on top of the data is the visulisation interface. What is health informatics and information management Mr Poh notes that there are three key principles in delivering a viable information service:

• Integration – where various data sources is transformed and processed to create an integrated network database

• Interactive – data visualisation gives the user a more multi-facted experience

• Insights – the interactive user experience must produce meaningful and insightful results

“Visual representations can make it easier to gain insights faster. Health care information Complex shareholding networks would be significantly easier to understand, while trends are also easier to grasp. Health information exchange vendors The time saved can be dedicated to gaining deeper insights.” Mr. Health information exchange Poh said. Health information systems “To enrich these entities, there will be other sources of information integrated into the database.” Mr. Veterans health information systems and technology architecture Poh said that Goji was exploring more open source information, not just from the government but also from social media, and internet search engines.

At the moment, the application uses structured data. 3m health information systems However, the team is considering forms of unstructured data, coupled with more advanced analytics on textual information to further enrich the entities in the database.

The application is intended for anyone who needs to evaluate how financially sound a corporate entity is. Information of health The scalability of the project goes beyond credit risk analysis. Information about healthy living Other industries such as the legal industry can use visualisation networks to better understand data for litigation cases.

A lot of other countries in the region have their own government databases. Information about healthy diet Singapore can be the test-bed and other countries in the region with similar databases can also use the application.

Different industries have different needs. Health information exchange challenges To scale, Goji plans to customise the application’s infrastructure to suite the needs of different industries. Free health information Testing will be required to find out what works best with different industries.

Team Goji’s work revolves around data analytics and automation. Health information systems pdf Recently there has a renewed focus on data across the banking sector. Latest health information Banks are seeking faster ways of doing things, reducing manpower cost and improving turnaround time. Medical health information Data can be used to improve efficiency and finding the right target segments for products.

Ms. Health information websites Chia said, “A lot more can be done to encourage people to use data to complete tasks faster and gain meaningful insights. What is health care information As a product manager, I would definitely appreciate such tools to support me in my work. Health information systems management Also, when most people hear the word ‘automation’, the first thought which occurs to them is ‘am I going to lose my job?’. Interoperability of health information systems There is a misconception there. What is health information exchange While you might lose the function that you were performing, you could turn your time and effort towards more complex functions that require more analysis. What is a health information manager Most banks are thinking of ways to re-skill their work force for such purposes. Health information services Banks are looking at ways in which routine work can be automated, and time saved can be directed towards higher order activities.”

As and when Goji goes into production, it will solve very real challenges for businesses, facilitating faster and better credit analysis and improving productivity. Health information exchange hie It is a perfect example of how citizen-driven innovation and co-creation with the government can help Singapore achieve its Smart Nation vision.

Priyankar is based out of our Singapore office and is part of the editorial team. Health management information system hmis An engineer and MBA by education, he has prior experience in investment banking, media and tech startups. Health and disease information He spends his spare time reading and rambling.

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