Spimy's Portfolio

GrabBuddy

Attempted at creating an AI-powered solution using Ollama, Mistral (7b), and Gemini for the "Economic Empowerment through AI" domain prepared by Grab for UMHackathon 2025. This solution is designed to serve as a "buddy" for vendors and merchants, assisting them in making informed decisions for their stores by providing valuable insights through a streamlined dashboard. The dashboard is powered by AI, which interprets and explains data in natural language, making it accessible and actionable. Additionally, the solution harnesses the capabilities of AI to summarize reviews of competitor stores, enabling merchants to gather comprehensive feedback on consumer expectations. Merchants can engage in natural language conversations with the AI to obtain insights regarding their store's statistics, including inventory management and receipt processing. This interactive feature enhances the decision-making process, ultimately contributing to the economic empowerment of the merchants. The team, named 418, consisted of 4 members: Joshua Edwin Rene Bonham, Alex Chee Kai Hong, Justin Yong Wenn Weii, and myself.

Pengyou

Pengyou is a solution project for the 48-hour Hackathon "ImagineHack 2024" by Team Dessert Spoons. Team members are Joshua Edwin Rene Bonham, Lai Yung Wei, Alex Chee Kai Hong, Lanisha Anusri A/P Saravanan, and I. It is a platform targetting the people that are interested in improving their financial situation. The mission of Pengyou is to encourage people to form good budgeting habits by making budgeting more friendly to them. We believe in the importance of forming good habits, thus we have introduced a reward system using a virtual pet to motivate people to actively take control of their financial lives.

AccessAbility

AccessAbility was created as a project for KitaHack 2024 and subsequently the GDSC Solution Challenge 2024 upon being selected as one of the top 10 representatives for Malaysia. Our group consisted of 4 people: Alex Chee Kai Hong, Rachel Lim, Mohammed Moatasem and myself. The focus and target audience of this web application are the disabled where the aim is and to provide them with a platform where they can more easily search for jobs. In order to incentivise employers and/or companies to use the platform, over or in tandem to an alternative such as LinkedIn, is to increase their reputation through various means. The most obvious was to take advantage of societal norms, encouraging the hiring of disabled people and reduce discrimination in the working environment. Due to time constraint from assignments and exams however, this project was never completed. Everyone also had to study the required technologies, further consuming valuable time. Consequently, the prototype, where many features are lacking, was used as submission instead.

Auth Hub

As I worked more web application, I realised something: I have to repeatedly implement authentication into each one of them. Instead of focusing on learning or implementing the new system, I ended up spending time setting up my project with an authentication, again. With the goal of resolving this problem, I decided to create this project: Auth Hub. All future projects that fall under my domain, spimy.dev, with the exceptions of Spuiz and Hackathon projects, would make use of this. This enables users to use a single account across all my projects, providing a unified experience similar to how HoYoverse manages accounts across its games. For added security, the dashboard also allows users to revoke their signed-in sessions from any of their devices. This project was also my first time using Tailwind CSS, as it was gaining popularity and I wanted to ensure that it is within my skillset.

Projects