A side-scrolling 2.5D game developed in Unity, the game attempts to convey the story using the environment and changing color and tone of the scene. It follows the silent adventure of an unknown boy awakened in a strange, bleak, and unknown environment, hoping to find his way back to where he does not know.

Designed and developed a convolutional neural network for ESP32 based IoT device for toilet floor state classificatino namely: dry floor, wet floor, floor with a person within the frame, floor that has been recently cleaned, and floor with a fallen person on it. The data is collected whilte the sensor is mounted 3-4 metres from the floor surface. Images were captured in interval throughout the day ranging from 1 to 10 minutes per image depending on the humidity and temperature of the environment affect the rate of evaporation. For human speciments, a set of 8 intern students from both sexes aided with data generation. The subjects were tasked to enter the toilet as usuual, and also mimiced the act of falling and laying down on the toilet floor. A set of 1000 images from each class is extracted from the period of 4 months, this number excludes duplication and discarded images, which total the dataset to 5000 images of 5 classes.

Built a prototype for a tower defence game in Unity in 3 weeks as a part of school project. Featuring 3 levels with 3 types of enermies: Fast + Fragile, Slow + Strong, and the combination of both. There are 3 types of defence tower: Short-range area damage with rapid fire rate, Long range with one-hit potential, and Medium range with explosive ammo. The player is to defence the village by placing the towers along a pathway to prevent the enemies from reaching the goal.

Led a group of 10 students to build a React Native carpooling application which group users that are travelling in a similar route together in one car. The concept is similar to Uber but with empty seats filled by other users along the route. The duration of the project was 6 months as a part of the school curriculum.

Lead programmer in developing a Unity VR project with HTC Vive headset with VRTK framework. Involved in designing aircraft hanger environment and puzzles to train the users to detect any foreign objects that might pose a threat to aircrafts.

Baked and sold over a thousand pieces of Macaron in a fund raising towards a Tibetan temple construction.

Acted as the head baker for cookies that were distributed to Food for Hearts charity organisation.

Travelled to Kular Lumper during the summerbreak to take part in a charity project which organised activities for entertainment among the children in a foster home.

Acted as the secretary in the Singapore Polytechnic Guitarist Club, and facilitated the end of the year concert.