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Building a Sleep Routine, with Care Provide Support
Creating Sleep Goals
Personalized Sleep Routine with Timers
Tracking Past Sleep Times
Personalized User Resources from Care Providers and Customization

Project Story

Inspiration

The inspiration behind SAMEE (Sleep Assistant for Mindful Evening Experience) stems from a deep concern for the sleep health of individuals with cognitive disabilities, who often face significant challenges in maintaining consistent sleep schedules. Extensive research has shown that conditions such as autism spectrum disorder (ASD), Down syndrome, and intellectual disabilities are associated with higher rates of sleep disturbances and poor sleep hygiene[1][2]. Witnessing the struggles faced by classmates with cognitive disabilities throughout university terms, we observed firsthand how sleep deprivation negatively impacted their mental health and overall well-being, as well as students with poor sleep hygiene in general.

Moreover, studies have highlighted that individuals with cognitive disabilities experience a higher prevalence of sleep disorders, such as insomnia and sleep apnea, leading to a wide range of adverse effects on their cognitive function, behaviour, and quality of life[3][4]. These statistics reinforce the urgent need for targeted solutions that address the unique sleep challenges faced by individuals with cognitive disabilities, and all individuals struggling with maintaining regular sleep schedules.

What it does

SAMEE is a revolutionary app designed to assist individuals with cognitive disabilities in establishing and maintaining consistent sleep schedules. By incorporating visual cues, reminders, and customizable routines, SAMEE provides tailored support to users, helping them create structured sleep regimens that promote healthy sleep habits and overall well-being. The app serves as a virtual assistant, guiding users through their sleep journey and fostering a restful evening experience.

What's more, SAMEE connects patients directly to their caregivers and physicians, by allowing them to connect profiles to monitor and assist patients throughout their routines. This feature enables accessible healthcare and real-time patient monitoring regardless of location, creating on-demand treatment and patient support.

In addition to assisting individuals with cognitive disabilities, SAMEE also benefits anyone struggling with maintaining sleep schedules. Its user-friendly interface and personalized features make it accessible and useful for individuals from all walks of life. By prioritizing sleep hygiene, SAMEE empowers users to optimize their productivity, enhance their mental health, and improve their overall quality of life.

How we built it

The development of SAMEE involved extensive research, collaboration with sleep experts, and the application of innovative technology. We delved into sleep research to better understand the impact of sleep deprivation on cognitive abilities and the specific needs of individuals with cognitive disabilities. Through comprehensive literature reviews, we gathered insights from studies that provided specific percentages and statistics to support our findings[5][6].

To build the app, we utilized the Streamlit Python library, which facilitated the development of a visually appealing and interactive user interface. The integration of visual cues, reminders, and customizable routines was achieved through a combination of front-end and back-end development, leveraging our programming skills and attending workshops to enhance our knowledge.

Furthermore, SAMEE was designed with accessibility in mind. We prioritized an intuitive and user-friendly interface, ensuring that individuals with varying levels of technological proficiency could navigate and utilize the app effectively. By incorporating user feedback and continuous testing, we aimed to create an inclusive and empowering experience for all users.

Challenges we ran into

As beginners in programming and participating in our first hackathon, we faced several challenges throughout the development process. Limited prior experience and knowledge presented initial obstacles, particularly in developing a comprehensive application that addressed the specific needs of individuals with cognitive disabilities. However, with determination and a growth mindset, we embraced these challenges and sought opportunities to learn and grow.

The integration of various features and functionalities within SAMEE required extensive problem-solving and a deep understanding of user requirements. We also faced time constraints and the need to prioritize tasks, making efficient project management crucial. Overcoming these challenges demanded effective communication, collaboration, and resourcefulness.

Additionally, as a two-person team, we struggled to complete the sheer volume necessary to build the app framework. Then again, with resilience and empowering each other, we were able to complete the application.

Accomplishments that we're proud of

We take immense pride in developing SAMEE, an app that addresses the critical issue of sleep hygiene among individuals with cognitive disabilities. By focusing on their unique needs and challenges, we strive to make a positive impact on their overall well-being and quality of life, as well as all individuals seeking to improve their sleep habits.

Throughout the development process, we engaged with sleep experts, individuals with cognitive disabilities, and caregivers, ensuring that SAMEE was grounded in real-world experiences and research-backed insights. By incorporating evidence-based techniques, visual cues, reminders, and customizable routines, we created an app that not only assists individuals with cognitive disabilities but also benefits a wider audience.

We are proud of our ability to translate complex research findings into a user-friendly and accessible app. Through iterative design and continuous testing, we aimed to make SAMEE intuitive, inclusive and empowering for users of all backgrounds.

What we learned

Developing SAMEE provided us with valuable insights into the challenges faced by individuals with cognitive disabilities in maintaining healthy sleep schedules. We deepened our understanding of sleep disorders, their impact on cognitive abilities, and the potential benefits of targeted interventions. Through extensive research, we discovered the alarming prevalence of sleep disturbances among individuals with cognitive disabilities and the urgent need for accessible solutions.

We also honed our technical skills by leveraging the Streamlit Python library to create a visually appealing and interactive app. By attending workshops and engaging in self-directed learning, we expanded our knowledge and expertise in front-end and back-end development, bridging the gap between design and functionality.

Moreover, the process of developing SAMEE taught us the importance of collaboration, effective project management, and user-centred design. Incorporating feedback and conducting user testing enabled us to refine the app and ensure its usability and effectiveness.

What's next for SAMEE - Sleep Assistant for Mindful Evening Experiences

SAMEE represents the initial phase of our vision for accessible healthcare and personalized support. Building upon the success of the sleep-focused app, we plan to expand SAMEE to cover a broader spectrum of health-related topics and challenges faced by individuals with cognitive disabilities.

In the future, we aim to collaborate with healthcare professionals and organizations to enhance SAMEE's capabilities. This includes integrating features that allow physicians and caregivers to monitor sleep habits, provide continuous updates, and prescribe personalized routines and practices. By connecting SAMEE with healthcare systems, we envision a future where individuals with cognitive disabilities receive comprehensive and accessible care, regardless of their location.

The journey of SAMEE does not end here. We aspire to leverage the power of technology, research, and human connection to make a lasting impact on the lives of individuals with cognitive disabilities. Through continued collaboration and innovation, we aim to revolutionize the healthcare landscape, ensuring that no one is left behind in their pursuit of optimal well-being.