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@Glutara

Glutara

A Key to Your Diabetes Journey

Glutara

A Key to Your Diabetes Journey


Glutara

Glutara

Glutara: Empowering Diabetes Management

Glutara is a comprehensive IoT system designed to revolutionize diabetes management. It combines a non-invasive wearable Continuous Glucose Monitor (CGM) for real-time blood sugar tracking with intuitive data visualization for informed decision-making. Additionally, Glutara leverages AI technology to scan food and provide insightful nutritional information. This empowers users to make informed dietary choices that directly impact their glucose levels. Furthermore, Glutara fosters a supportive community network by enabling patients to connect with their loved ones through a secure QR code system, promoting mutual assistance and ensuring a safety net. By prioritizing affordability, Glutara strives to make this powerful solution accessible to individuals with diabetes from all economic backgrounds.

Problem Statement

“537 million adults (20-79 years) are living with diabetes - 1 in 10. This number is predicted to rise to 643 million by 2030 and 783 million by 2045”

- International Diabetes Federation (IDF), 2021

Millions of individuals worldwide are struggle with the relentless challenges of managing diabetes, a chronic condition that demands consistent monitoring and care. Despite the advancements in technology, the process remains burdensome, with traditional finger-pricking glucose monitoring causing discomfort and hindering regular monitoring. This issue is exacerbated for those leading busy lives, leaving little time for necessary health measures. The fear of potential dangers of how certain foods might impact their blood sugar levels and other health emergencies, particularly for individuals living alone, further compounds the need for a more accessible and painless solution.

💡  Solution Key Points

Solution Key Points

1. Pain-Free Precision

Ditch the finger pricks and embrace the future of painless, continuous glucose monitoring. Glutara seamlessly tracks your glucose levels, promoting consistent monitoring and empowering data-driven decisions for effortless adherence. Say goodbye to discomfort and hello to a new era of diabetes management, one comfortable step at a time.

2. Knowledge is Power

Glutara puts real-time data insights at your fingertips. Visualize your glucose trends, understand your body's language, and make informed choices every minute. Our intuitive dashboard transforms numbers into wisdom, giving you the power to optimize your health journey and conquer diabetes, one empowered decision at a time.

3. Strong Together

You're never alone with Glutara. Our vibrant community connects individuals, providing a safety net of mutual support and understanding, especially for those navigating diabetes solo. Share experiences, offer encouragement, and find solace in knowing you're not walking this path alone. Together, we build a sense of belonging and empower each other to thrive.

4. Incredible AI Power

Confused by food labels? Glutara's super-smart AI food scanner is here to banish food mysteries. Simply scan any food item, and unlock a treasure trove of nutritional insights. Identify the food ingredients, understand impact on your glucose levels, and make informed dietary choices with confidence. Glutara's AI becomes your personal dietary detective, empowering you to navigate the food world with clarity and control.

5. Accessible Empowerment

Accessing better health shouldn't break the bank. Glutara champions affordability and inclusivity, making diabetes management a possibility for everyone, regardless of background. Experience the transformative power of technology, free from financial barriers, and unlock a world of endless possibilities towards a healthier future.


Click image to enlarge.

This user case diagram gives an overview of the features of Glutara.

🎯  UN's Sustainable Development Goals & Targets

SDG 3: Good Health and Well-Being (Target: 3.4)

SDG3

The inspiration for Glutara lies in the millions of lives touched by diabetes. We saw an unmet need and harnessed the power of innovation to create a solution that makes a real difference. This isn't just about technology; it's about empowering individuals to reclaim their health and live life to the fullest.

  1. Reducing Premature Mortality Diabetes isn't a life sentence. Glutara empowers individuals to manage their condition proactively, minimizing complications and contributing to the goal of reducing premature mortality from non-communicable diseases like diabetes.
  2. Tackling NCDs Head-on Diabetes isn't just a personal burden; it's a global health challenge. Glutara tackles it head-on by optimizing glycemic control and reducing healthcare costs, ultimately lessening the burden of NCDs on individuals and healthcare systems.

SDG 9: Industry, Innovation, and Infrastructure (Target: 9.5)

SDG9

At the heart of Glutara lies a belief: Technology shouldn't be a barrier, but a bridge. We're passionate about making advanced solutions accessible and affordable, democratizing healthcare and improving the lives of millions.

  1. Innovation that Empowers We're not just building a CGM; we're building a bridge to a future where scientific research and development in diabetes soar. Glutara's data-driven insights pave the way for personalized treatment plans and groundbreaking discoveries.
  2. Non-invasive Revolution Ditch the needles, embrace freedom. Glutara's painless CGM technology is a game-changer, unlocking seamless monitoring and empowering individuals to actively participate in their own health journey.

SDG 11: Sustainable Cities and Communities (Target: 11.6)

SDG11

We believe a healthy planet and healthy communities go hand-in-hand. Glutara was born from the desire to not only empower individuals but also contribute to a more sustainable future for all. We envision cities where technology fosters well-being and builds resilient communities.

  1. Greener Footprint, Healthier Future Traditional diabetes management, with its disposable strips and bulky devices, leaves an environmental footprint. Glutara's reusable technology and reduced waste generation pave the way for a more sustainable healthcare future.
  2. Connecting Our Communities Diabetes shouldn't isolate individuals, especially those living alone in urban environments. Glutara's community support feature fosters connections, promotes safety, and builds resilience within our cities.

👨🏻‍💻  Technology Stack

Flutter | Dart | Go | Gin | Google Maps Platform | Google Cloud Platform | Docker | Firebase | Tensorflow | MLKit | Gemini | Arduino | ESP32

🛠️  System Architecture


Click image to enlarge.

1. Presentation Layer

Users of Glutara will directly interact with the Presentation Layer, namely the Glutara wearable built with Arduino & ESP32, as well as the Glutara mobile application built with Flutter & Dart. Any business or computational logic is abstracted onto the serverless backend hosted on Cloud Run. With Cloud Run's auto-scaling and load balancing capabilities, in the event of more traffic, our backend is able to seamlessly scale horizontally to meet the growing demands of the application. Due to the flexibility and versatility of Cloud Run, an external load balancer in the form of Google's Cloud Load Balancing could be tapped on to deploy our backend to multiple regions and further reduce latencies and downtime.

Click to get more information:
Glutara frontend mobile application: Link
Glutara backend: Link
Glutara wearable hardware: Link

2. Backend Services & Storage Layer

Many miscellaneous backend and storage services abstracted and handled via Google Cloud, as detailed below.

Google Cloud Service Purpose & Use
Google Maps Platform Directions API to display route back home & Maps SDK to display map on the mobile application
Firebase Cloud Messaging Handles push notifications to user
Firebase Authentication Handles all authentication related painpoints
Firebase Storage Stores profile assets for the frontend application
Firebase Cloud Firestore Main production database for all the main storage purposes

3. AI/ML Platform

Powered by TensorFlow's cutting-edge machine learning, Glutara extracts hidden patterns in your data, unlocking personalized insights and proactive health guidance. There is also additional AI/ML services as detailed below.

AI/ML Service Purpose & Use
MLKit QR generator and scanner for data transfer between patient and relation
Gemini Using decriptive model to support food scan feature

Click to get more information:
Glutara machine learning: Link

4. Implementation Design

We are making sure that our solution is not only feasible to make but also comfortable for users to deal with it, especially the hardware device. So we go through dense design plans and implementation to make sure our dreams come true.

Click to get more information:
Glutara 3D design: Link

Getting Started

Flutter (Version 2.19.2+) must be installed to run this application.

Detailed instructions on how to run the application can be found here.

👥  Contributors

Bandung Institute of Technology

Bandung Institute of Technology

Bandung Institute of Technology

Bandung Institute of Technology

Popular repositories

  1. glutara-backend glutara-backend Public

    Glutara Backend Application. Built with Go, Gin, Google Maps Platform, Google Cloud Platform, Docker, Firebase, MLKit, Gemini.

    Go

  2. glutara-mobile glutara-mobile Public

    Glutara Mobile Application. Built with Flutter, Dart, Google Maps Platform, Firebase, MLKit

    Dart

  3. glutara-machine-learning glutara-machine-learning Public

    Glutara Machine Learning. Built with TensorFlow, Firebase, Docker.

    Python

  4. .github .github Public

    Glutara, A Key to Your Diabetes Journey. Built with Flutter, Dart, Go, Gin, Google Maps Platform, Google Cloud Platform, Docker, Firebase, Tensorflow, MLKit, Gemini, Arduino, ESP32.

  5. glutara-3d-design glutara-3d-design Public

    Glutara Hardware 3D Design, Illustration, and Mockup Wearable Device.

  6. glutara-hardware glutara-hardware Public

    Glutara Hardware Application. Built with Arduino MAX30100 oximetry, ESP32, and C++

    C++

Repositories

Showing 6 of 6 repositories
  • glutara-mobile Public

    Glutara Mobile Application. Built with Flutter, Dart, Google Maps Platform, Firebase, MLKit

    Glutara/glutara-mobile’s past year of commit activity
    Dart 0 0 0 0 Updated Jun 1, 2024
  • glutara-machine-learning Public

    Glutara Machine Learning. Built with TensorFlow, Firebase, Docker.

    Glutara/glutara-machine-learning’s past year of commit activity
    Python 0 0 0 0 Updated May 6, 2024
  • .github Public

    Glutara, A Key to Your Diabetes Journey. Built with Flutter, Dart, Go, Gin, Google Maps Platform, Google Cloud Platform, Docker, Firebase, Tensorflow, MLKit, Gemini, Arduino, ESP32.

    Glutara/.github’s past year of commit activity
    0 MIT 0 0 0 Updated May 5, 2024
  • glutara-hardware Public

    Glutara Hardware Application. Built with Arduino MAX30100 oximetry, ESP32, and C++

    Glutara/glutara-hardware’s past year of commit activity
    C++ 0 0 0 0 Updated May 5, 2024
  • glutara-backend Public

    Glutara Backend Application. Built with Go, Gin, Google Maps Platform, Google Cloud Platform, Docker, Firebase, MLKit, Gemini.

    Glutara/glutara-backend’s past year of commit activity
    Go 0 0 0 0 Updated May 5, 2024
  • glutara-3d-design Public

    Glutara Hardware 3D Design, Illustration, and Mockup Wearable Device.

    Glutara/glutara-3d-design’s past year of commit activity
    0 0 0 0 Updated May 2, 2024

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