My Projects
My Projects
Correlation Research & Analysis
Analyzed customer satisfaction benchmarks (NPS, CSAT, GRI, CQI) against performance metrics (occupancy %, RGI, revenue %) using Python visualizations, and recommended the priority benchmark adopted in executive FY strategy.
Charts made using Python (Pandas, numpy, seaborn, matplotlib..)

Correlation Research & Analysis
Analyzed customer satisfaction benchmarks (NPS, CSAT, GRI, CQI) against performance metrics (occupancy %, RGI, revenue %) using Python visualizations, and recommended the priority benchmark adopted in executive FY strategy.
Charts made using Python (Pandas, numpy, seaborn, matplotlib..)

Commodities Index Analysis Dashboard
An interactive Tableau dashboard designed to visualize the S&P GSCI and BCOM commodities markets, enabling efficient generation of quarterly insights and reports.
Interactive dashboard on Tableau.

Artisan Avenue
Artisan Avenue is a local online marketplace that connects Singaporean artisans with customers seeking unique, handmade products. The platform showcases artisan stories and creations, making it easy to discover and support local talent—anytime, anywhere.
Full-stack responsive web application deployed.


Commodities Index Analysis Dashboard
An interactive Tableau dashboard designed to visualize the S&P GSCI and BCOM commodities markets, enabling efficient generation of quarterly insights and reports.
Interactive dashboard on Tableau.

FoodGuide
A dynamic restaurant review website that lets users discover new dining spots, leave reviews and ratings, and personalise their profiles. The platform fosters a community-driven experience, helping users make informed dining choices based on real feedback.
Full-stack web application.
Case study information out soon, stay tune…

Artisan Avenue
Artisan Avenue is a local online marketplace that connects Singaporean artisans with customers seeking unique, handmade products. The platform showcases artisan stories and creations, making it easy to discover and support local talent—anytime, anywhere.
Full-stack responsive web application deployed.


Artisan Avenue
Artisan Avenue is a local online marketplace that connects Singaporean artisans with customers seeking unique, handmade products. The platform showcases artisan stories and creations, making it easy to discover and support local talent—anytime, anywhere.
Full-stack responsive web application deployed.

Eventiva
Eventiva is a next-generation event ticketing platform that empowers users to buy, resell, and transfer tickets with ease. Eventiva provides a seamless and secure way to manage your tickets and connect with the event community.
Full-stack microservices web application.


Eventiva
Eventiva is a next-generation event ticketing platform that empowers users to buy, resell, and transfer tickets with ease. Eventiva provides a seamless and secure way to manage your tickets and connect with the event community.
Full-stack microservices web application.

RTS APP
A mobile application prototype designed for the upcoming SG-JB RTS Link, aimed at enhancing the commuter experience across the border. The app features real-time train schedules, ticket booking, travel notifications, and user-friendly navigation to support daily cross-border travel.
Interactive prototype on Adobe XD.

RTS APP
A mobile application prototype designed for the upcoming SG-JB RTS Link, aimed at enhancing the commuter experience across the border. The app features real-time train schedules, ticket booking, travel notifications, and user-friendly navigation to support daily cross-border travel.
Interactive prototype on Adobe XD.

OutingSG
OutingSG is a social outing platform that helps you discover, create, and share outings across Singapore. Whether you're planning quality time with friends or family, explore a wide range of experiences, post your own events, and read real reviews from the community.
Full-stack web application deployed.
Case study information out soon, stay tune…


OutingSG
OutingSG is a social outing platform that helps you discover, create, and share outings across Singapore. Whether you're planning quality time with friends or family, explore a wide range of experiences, post your own events, and read real reviews from the community.
Full-stack web application deployed.
Case study information out soon, stay tune…

FoodGuide
A dynamic restaurant review website that lets users discover new dining spots, leave reviews and ratings, and personalise their profiles. The platform fosters a community-driven experience, helping users make informed dining choices based on real feedback.
Full-stack web application.
Case study information out soon, stay tune…

FoodGuide
A dynamic restaurant review website that lets users discover new dining spots, leave reviews and ratings, and personalise their profiles. The platform fosters a community-driven experience, helping users make informed dining choices based on real feedback.
Full-stack web application.
Case study information out soon, stay tune…

Chiffoles POS system
A custom Point-of-Sale (POS) system built for Chiffoles to streamline order management, inventory tracking, and sales reporting, tailored to Chiffoles operational needs.
Full-stack web application deployed.
Case study information out soon, stay tune…


Chiffoles POS system
A custom Point-of-Sale (POS) system built for Chiffoles to streamline order management, inventory tracking, and sales reporting, tailored to Chiffoles operational needs.
Full-stack web application deployed.
Case study information out soon, stay tune…

Marketing Collaterals
With experiences as a marketing director in SMU Product Club and work at Chiffoles, I have accumulated a vast number of marketing collaterals used for promoting events. Check them out! 🤩
SMU Product Club
Product Challenge with
ZALORA








SMU Product Club
Product Management Experience (PME)










SMU Product Club
Product Networking Night (PNN)





SMU Product Club
Others




Others
While studying at Singapore Management University, I also worked on various informational materials as part of my coursework and part-time job at a local bakery. Take a look!
Others
SMU
Modules






Others
Chiffoles
Bakery in Bedok






Marketing Collaterals
With experiences as a marketing director in SMU Product Club and work at Chiffoles, I have accumulated a vast number of marketing collaterals used for promoting events. Check them out! 🤩
SMU Product Club
Product Challenge with
ZALORA








SMU Product Club
Product Management Experience (PME)










SMU Product Club
Product Networking Night (PNN)





SMU Product Club
Others




Others
While studying at Singapore Management University, I also worked on various informational materials as part of my coursework and part-time job at a local bakery. Take a look!
Others
SMU
Modules






Others
Chiffoles
Bakery in Bedok






Marketing Collaterals
With experiences as a marketing director in SMU Product Club and work at Chiffoles, I have accumulated a vast number of marketing collaterals used for promoting events. Check them out! 🤩
SMU Product Club
Product Challenge with
ZALORA








SMU Product Club
Product Management Experience (PME)










SMU Product Club
Product Networking Night (PNN)





SMU Product Club
Others




Others
While studying at Singapore Management University, I also worked on various informational materials as part of my coursework and part-time job at a local bakery. Take a look!
Others
SMU
Modules






Others
Chiffoles
Bakery in Bedok
















