Industrial - Bachelor
The Guardian Pool Alarm is a solar powered floating device that tracks activity above and under the water. The AI assisted camera software can accurately track if a person may be at risk of drowning. If dangers in the pool are detected, specific audio and visual alarm cues will alert bystanders.

Swimming in the pool can be a great time. Unfortunately, drowning remains the leading cause of mortality for children under 4 years of age in Australia (Abbassi et al., 2024). The lack of parental supervision is among the biggest contributors to drowning incidents. Minor lapses in supervision present a major risk, as swimmers only have their own knowledge and abilities to rely on when alone. This is especially dangerous for infants and toddlers who are still developing their gross motor skills.
To make matters worse, the renowned pool safety guidelines that Australia have implemented are not reflected globally. These findings clearly indicate that there are significant barriers in protecting young children from dangerous pool scenarios.
In my research, I hosted a survey for parents who have a pool in their backyard. From the eleven responses recorded, seven participants noted that they have visited a pool with questionable safety standards. Fencing was by far the most problematic safety approach ignored. Climbable objects were also observed in two instances. Most of these instances were observed at another person’s house. One person cited an unsafe pool at a private accommodation. This ties back to secondary research that corroborates that most child drownings occur in swimming pools.
I also conducted three interviews with stakeholders from different occupations. The interviewees all agreed that pools on their own have a lot of safety regulations implemented, at least in Australia. Despite this, drowning risks usually arise due to poor supervision or overestimating swimming ability. Clearly, pools can become very dangerous when proper measures are not implemented.
When I’m in the backyard, I don’t carry my phone with me. [I’d] prefer an audible alarm.
Parent
Most pools have got good safety guidelines around them. The issue with pools is simply around just monitoring children at the end of the day.
Pool builder
You want to prevent things going bad before they can wherever you can.
Lifeguard
The research gathered all suggested that water supervision needs improvement to prevent drowning incidents, especially in the backyard. I saw this as an opportunity to create a device that can enhance supervision for anyone with a backyard pool. Initial concepts I explored included an inflating pool alarm and a modular portable fence design for inflatable or above-ground pools. The AI technology in the underwater camera on the right had the most innovative potential, which I took further.
Within the past five years, AI drowning detection models have been in rapid development to act as an additional safety net to enhance – not replace – human supervision.
Lynxight employs an above-water software system that tracks the submersion time of people in the water. This system has found success, being integrated in over 40 Australian public pools today (Royal Life Saving Society Australia, 2024). If a swimmer has been submerged or unexpectedly disappeared from the camera’s range for too long, remote alerts will be sent to lifeguards wearing a smart-alert watch.
Taking a different approach, experimental underwater cameras have been developed to detect if someone is drowning based on their movements. The OpenPose AI software tracks specific movements by imposing a skeleton over swimmers. The reliability of recent models has rapidly improved, with an overall accuracy rate of 89.4% as of 2021 (Jian & Wang, 2021).
However, there are currently no options for families to use these technologies in their own backyard. The Guardian Pool Alarm will be the first to cover this gap in the market.
The alarm uses both audio and visual cues when an emergency is detected. Three different emergencies can be alerted, being people at risk, animals in danger and foreign objects spotted. A speaker paired with an embedded sound chip will sound distinct alarm tones corresponding to the type of emergency, so bystanders know what the alarm is for. The LED flashing lights act as a visual aid, which is especially useful if a bystander happens to be hard of hearing.
– The shells are made from HDPE, which is treated to be UV resistant and has high impact resistant making it perfect for outdoor use. HDPE also floats well on water, plus the negative space inside the model helps with buoyancy. The bottom shell is translucent to allow the LED strip lights to emit brightly within the water.
– The solar panels play a key role to power the device. Epoxy panels have flexible properties which are used to fit the rounded form naturally.
– The interface buttons are embossed from the shell and have a rubbery finish distinct from the smooth hard finishes of the outside parts.
– The O-ring and washer components are important at keeping the unit watertight by clamping between the two shells. The silicone rubber will repel any seeping water leaks that may occur due to tolerance differences.
– Even considering lengths of wires, the unit is designed to be easily disassembled. Off-the-shelf parts are used to make the unit easy to repair.
– Abbassi, R., Asadnia, M., Belford, A., Erfani, E., Jalalifar, S., Mohseni-Dargah, M., & Razsmjou, A. (2024). Enhancing Water Safety: Exploring Recent Technological Approaches for Drowning Detection. Sensors, 24(2), 331–331. https://doi.org/10.3390/s24020331
– Jian, J., & Wang, C. (2021). Deep Learning Used to Recognition Swimmers Drowning. 2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD). https://doi.org/10.1109/snpd51163.2021.9704884
– Royal Life Saving Society Australia. (2024). Royal Life Saving Australia and Lynxight Partner to Drive Next Generation Lifesaving Innovations in Aquatic Facility Safety. Royal Life Saving Australia. https://www.royallifesaving.com.au/about/news-and-updates/news/2024/jun/royal-life-saving-australia-and-lynxight-partner-to-drive-next-generation-lifesaving-innovations-in-aquatic-facility-safety
Noah is an Industrial Designer driven to make a positive impact by improving people’s quality-of-life. He conducts extensive research for every project to understand the needs of others to bring meaningful solutions to fruition. With refined skillsets in product visualisation, Noah strives to create visually appealing designs that resonate with people.