Projects
Walkability in Singapore (IS Project Experience – Industry Research)
An industry research project with Urban Redevelopment Authority (URA) as sponsor client for the SMU module, IS485 IS Project Experience (Research) to create a walkability index calculation model to identify walkability gaps for elderly and age-friendly long term planning. Project served as a capstone project of the degree programme.
Tools: ArcGIS Pro, Python Programming
Google Discover and the Echo-Chamber Effect
A team project for the SMU module, IS457 Fairness in Socio-technical Systems to audit the algorithm behind Google Discover and understand whether or not Google Discover is proliferating content based on users’ interests and hence enforcing confirmation bias which results in echo-chamber effect.
Tools: Google Discover, Google Takeout, Python Programming, Microsoft Excel, Google Spreadsheet, Google Drive, YouTube
Perception of Vaping Among University Students
A team project for the SMU module, SMT202 Analytics Applications for Smart Living in collaboration with Health Promotion Board to understand how social environment in university affects students’ attitude, behaviour, and perception of vaping.
Tools: Python Programming, Data Analytics, Machine Learning
Data Analytics Project for Osotspa
A team project for the SMU module, IS455 Overseas Project Experience: Data Analytics in Asia to enhance the sales operations of a beverage and products company in Thailand using data analytics.
Tools: Python Programming, Data Analytics, Machine Learning, Openrouteservice
Land Disputes
A team game project for the SMU module, POSC101 Introduction to Public Policy to address land uses and policy tools and also showcased to Urban Redevelopment Authority (URA).
Tools: Public Policy
New Kalimantan (Proposing suitable land area as new capital of Indonesia)
A group project for the SMU module, SMT201 Geographic Information Systems for Urban Planning in which a GIS-Enabled Urban Planning Support System is built on QGIS to analyse a new capital area for Indonesia using open government data and other open-source data sets.
Tools: QGIS
Homies Now (Phone application prototype)
A group project for the SMU module, IS211 Interaction Design and Prototyping in which an iPhone prototype is designed to address the migration problems that foreigners faced upon arrival in Singapore.
Geospatial Analysis Project (Polytechnic internship with SAS Institute)
A geospatial analysis program that supports users’ search for finding the nearest healthcare facilities within their vicinity (achieved through clustering) and different transportation routes to their desired healthcare facility.
Tools: SAS Viya, SAS Programming, SAS SQL, SAS Macro Language, HTML, CSS, Javascript, OneMap, SAS Procedures
Continuation of Dispensing Software for Republic Polytechnic School of Applied Science (Polytechnic Final Year Project)
An existing dispensing software redesigned to meet demanding usability needs for pharmaceutical science students to use in classroom learning. Students utilise the software to improve necessary skills and knowledge in areas of hospitals, polyclinics, and retail pharmacies.
Tools: C#, .NET, HTML, SQL, Transact-SQL (T-SQL), CSS, Javascript
Written Works
The impact of Speak Good English Movement in curbing usage of Singlish among Singaporeans
An essay written for the module, ENGL2BN03 Exploring Language in Social Life, during student exchange at The Hong Kong Polytechnic University.
The essay examines the effectiveness of the Speak Good English movement in shifting Singaporeans’ attitude to embrace the importance of Standard English and limit the use of Singlish which is a unique identifier of a Singaporean.
Fashioning a Nation Final Essay – “Cannot Grow Vegetables Anymore”
An essay on the relationship between my chosen museum artefact, “Cannot Grow Vegetables Anymore” and the making of a nation for the module, COR2619 Fashioning a Nation.
You can watch my video presentation where I shared about the museum artefact, why I chose it and what lesson concepts I intended to apply for the essay.
Sustainable Digital Cities Term Paper – NFTs and their effects on society
A term paper on non-fungible tokens (NFTs) and their effects on society for the module, SMT112 Sustainable Digital Cities.
Technological Solutions to Urban Challenges Final Exam Paper
A take-home final exam paper for COR2208 Technological Solutions to Urban Challenges about a scenario where there is a debate about urban resilience among three speakers on a webinar series. We were asked how would the debate look like with reference to concepts and themes taught in class.
Technological Solutions to Urban Challenges Film Review
A film review for COR2208 Technological Solutions to Urban Challenges on an episode titled Crocodile from the television series, Black Mirror. The purpose of the film review is to demonstrate our understanding of the module concepts and themes (‘digital urbanism’, technological ‘solutionism’, splintering urbanism, digital divide, etc.)
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