HealthPilot: Navigating a New Era in Healthcare with AI and Blockchain Innovation

[GENERAL] Name and surname of main applicant

[GENERAL] Are you delivering this project as an individual or as an entity (whether formally incorporated or not)

[GENERAL] Co-proposers and additional applicants

The Rest of the HealthPilot Developers Team

[GENERAL] Please specify how many months you expect your project to last (from 2-12 months)

[GENERAL] Please indicate if your proposal has been auto-translated into English from another language

[GENERAL] Summarize your solution to the problem (200-character limit including spaces)

HealthPilot, in collaboration with Microsoft Startup, pioneers AI-driven healthcare platforms. With blockchain integration, it securely stores user health data, enabling proactive health empowerment.

[GENERAL] Does your project have any dependencies on other organizations, technical or otherwise?

[GENERAL] If YES, please describe what the dependency is and why you believe it is essential for your project’s delivery. If NO, please write “No dependencies.”

No dependencies.

[GENERAL] Will your project’s output/s be fully open source?

[GENERAL] Please provide here more information on the open source status of your project outputs

The application code will be open source to ensure transparency and collaboration, certain aspects related to user health data and information will not be open source due to legal and regulatory requirements. This distinction ensures that while the development process remains transparent, sensitive user data is appropriately protected in compliance with relevant laws and regulations.

[METADATA] SDG rating

SDG goals:

• End hunger, achieve food security and improved nutrition and promote sustainable agriculture
• Ensure healthy lives and promote well-being for all at all ages
• Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all
• Achieve gender equality and empower all women and girls
• Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation
• Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels
• Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development

SDG subgoals:

• Strengthen the implementation of the World Health Organization Framework Convention on Tobacco Control in all countries, as appropriate
• Strengthen the capacity of all countries, in particular developing countries, for early warning, risk reduction and management of national and global health risks

Key Performance Indicator (KPI):

• International Health Regulations (IHR) capacity and health emergency preparedness

PHDI SELECTION:

The following report is applied for the selected Planetary pressures-adjusted Human Development Index:

'''

 In 2021 it had a Human Development Index (HDI) value of 0.498 that when adjusted for the Planetary pressures-adjusted HDI (PHDI) had a value of 0.496, a difference of 0.40. 

 The Planetary Pressures adjustment factor of 1.00 is made up of the SDG9.4 Carbon dioxide emissions per capita (production) 2020 of 0.13 tonnes (indexed value 1.00), and the SDG8.4 and 12.2 Material footprint per capita of 0.47 tonnes (indexed value 1.00). 

 For more information about the details of the PHDI please reference: 

 https://hdr.undp.org/planetary-pressures-adjusted-human-development-index#/indicies/PHDI 

 https://hdr.undp.org/system/files/documents/phdi2020technicalnotespdf.pdf 

 The specific SDG targets 

 https://indicators.report/targets/9-4/ 

 https://indicators.report/targets/8-4/ 

 https://indicators.report/targets/12-2/ 

 Source data: 

 https://hdr.undp.org/sites/default/files/2021-22_HDR/HDR21-22_Statistical_Annex_PHDI_Table.xlsx (table 7)

'''

[SOLUTION] Please describe your proposed solution

HealthPilot is an innovative mobile application designed to revolutionize personalized healthcare delivery. It was Built on the principles of accessibility, reliability, and user-centricity, HealthPilot offers a comprehensive suite of features aimed at empowering individuals to take control of their health and well-being, Currently it offers the following features.

Some Key Features:

Article Recommendation System AI

• Description: Access credible health information from renowned sources like WHO, Healthline, and Wellness Mama. Users can engage by commenting, replying, and interacting with articles to foster knowledge-sharing and community engagement using Artificial Intelligence Model.

Disease Medication Recommendation AI

• Description: Utilize advanced AI algorithms to receive personalized medication recommendations based on individual health history, symptoms, and real-time responses. HealthPilot ensures timely and accurate suggestions tailored to each user's unique needs.

Real-time Chat system

• Description: Interact with HealthPilot's AI-powered Chating system. by talking to anyone, by creating Group chat, by creating Private chat. and sharing i dea and thought share infomrations.

Medication Reminders

• Description: Never miss a dose with HealthPilot's medication reminder feature. Users receive real-time notifications to adhere to their medication schedule, promoting consistency and optimal health outcomes.

Health Tracking and Recommendations

• Description: Track health metrics, symptoms, and activities to receive personalized recommendations and timely notifications. HealthPilot analyzes user data to suggest actionable steps for maintaining optimal health and well-being.

Symptom Tracking and Analysis

• Description: Monitor changes in symptoms over time to gain insights into health trends and patterns. HealthPilot empowers users to track their symptoms effectively, facilitating informed decision-making and proactive healthcare management.

Timely Health Reports for Chosen Doctor

• Description: Generate comprehensive health reports for personal doctors based on user preferences and permissions. HealthPilot ensures seamless communication between users and healthcare providers, facilitating informed discussions and personalized care plans.

Personalized Recommendations

• Description: Receive tailored recommendations for medications, exercises, and activities based on user inputs and responses. HealthPilot leverages AI technology to provide actionable insights and promote healthier lifestyle choices.

Community Engagement

• Description: Join a vibrant community of users to exchange ideas, files, and experiences. HealthPilot offers personal and group chat functionalities, voice calls, video chats, and more to foster peer support and collaboration.

Similar Person Recommendations

• Description: Connect with individuals experiencing similar symptoms and medications for mutual support and shared experiences. HealthPilot's recommendation system facilitates meaningful connections and collaborative healthcare initiatives.

Emergency Contacts and Assistance

• Description: Access emergency contacts and services in times of need through HealthPilot's integrated emergency feature. Users can seek help promptly and efficiently, ensuring timely assistance during critical situations.

Real-time Assistant Bot

• Description: Interact with HealthPilot's AI-powered assistant bot for instant responses to health-related queries. The bot offers unlimited support and guidance, enhancing user accessibility and convenience.

User Feedback Integration: gathering continuous user feedback and implementing iterative improvements based on user insights. Demonstrating a commitment to user-centric design and responsiveness.

And more features are present...

As of The Current Standard code of teh Mobile app GIthub repository for Flutter can be found here: Medical-Ai-Computing/Health_Pilot_Flutter_project

Blockchain Integration:

HealthPilot aims to integrate blockchain technology to enhance data security, privacy, and accessibility. The integration with blockchain will involve utilizing Cardano's blockchain protocol, which is known for its robust security features and scalability. Here's how the integration will work:

• Secure Storage: HealthPilot will utilize Cardano's blockchain to securely store sensitive health information in a decentralized manner. This ensures that data is not stored on centralized servers susceptible to breaches or hacking attempts. Instead, data will be distributed across the Cardano network, making it more resilient to attacks.
• Privacy: Cardano's blockchain offers privacy features that allow users to maintain control over their health data. HealthPilot will implement encryption techniques and private key management to ensure that only authorized individuals can access and view sensitive information. This protects user privacy and confidentiality.
• Accessibility: By leveraging Cardano's blockchain, HealthPilot will enable seamless access to health records from anywhere in the world. Users will have the ability to securely access their health data using their private keys, eliminating the need for intermediaries or centralized authorities.
• Decentralized Data Access: Cardano's decentralized nature allows for distributed data access, reducing the risk of single points of failure or data loss. HealthPilot will utilize Cardano's peer-to-peer network architecture to facilitate decentralized data access, enhancing reliability and availability.

Technical Details: Storing User Data on the Cardano Blockchain

To ensure the secure storage of user data on the Cardano blockchain, we will utilize a combination of on-chain and off-chain solutions.

• On-chain Storage:

User data will be stored on the Cardano blockchain using custom transaction metadata.

We will leverage the Cardano Extended UTXO (EUTXO) model to encode and manage user data within transaction outputs.

Each transaction containing user data will be validated and added to the Cardano blockchain, ensuring immutability and transparency.

By utilizing the native capabilities of the Cardano blockchain, we can achieve decentralized and censorship-resistant storage of user data.

• Off-chain Storage:

While critical data will be stored on-chain, large or less frequently accessed data will be stored off-chain.

Off-chain storage solutions, databaseswill be used to store user files, documents, or other data.

Off-chain data will be referenced on-chain through cryptographic hashes or other identifiers, ensuring data integrity and accessibility.

• Encryption and Security:

All user data stored on-chain or off-chain will be encrypted using robust encryption algorithms to protect user privacy and security.

Access controls and permissions will be implemented to restrict unauthorized access to sensitive user data.

Regular audits and security assessments will be conducted to identify and address any potential vulnerabilities in the storage and retrieval process.

• Scalability Considerations:

As user adoption grows, we will implement scaling solutions to accommodate the increasing volume of user data.

Layer 2 scaling solutions, such as sidechains or state channels, may be explored to alleviate congestion and maintain network performance.

Continuous optimization and upgrades to the storage infrastructure will be prioritized to ensure seamless scalability and performance

Note: we are open for any feedback and suggestion, also based on the market and the technology we might change the approch of on-chain data storage

HealthPilot is poised to revolutionize healthcare management by leveraging AI and blockchain technology. With a commitment to innovation, transparency, and community engagement, we aim to empower individuals to take control of their health effectively.

[IMPACT] Please define the positive impact your project will have on the wider Cardano community

Healthpilot will have High Positive Impact on the wider community including:

• Innovative Healthcare Solutions:
• Introduces AI-powered healthcare services, showcasing Cardano's potential for sector disruption.
• Global Accessibility and Inclusivity:
• Provides advanced healthcare resources to underserved communities, promoting inclusivity with different languages.
• Ecosystem Expansion and Diversification:
• Attracts diverse user demographics, extending Cardano's influence beyond finance.
• Data Sovereignty and Privacy Rights:
• Protects user privacy with blockchain, setting standards for ethical data practices.
• Collaborative Partnerships and Industry Recognition:
• Fosters partnerships with healthcare institutions, enhancing Cardano's industry reputation.
• Community Engagement and Education:
• Engages the Cardano community in healthcare technology discussions and awareness campaigns.
• Market Differentiation and Competitive Advantage:
• Sets Cardano apart with specialized healthcare services, strengthening its value proposition.
• Scalability and Long-term Sustainability:
• Supports growing user demands and service expansion, ensuring ecosystem sustainability and the platform can generate income using promotion and advertisement.

Measuring Impact: Quantitative and qualitative indicators will be Used for measurements

Quantitative Metrics:

• User Adoption Rate:
• Measure the percentage increase in app downloads and active users post-launch.
• Engagement Metrics:
• Track user interactions, including article views, medication recommendations accepted, and chat interactions.
• Health Outcomes Improvement:
• Quantify improvements in user health indicators, such as medication adherence rates and symptom management.

Qualitative Indicators:

• User Satisfaction Surveys:
• Conduct surveys to assess user satisfaction with app usability, features, and overall experience.
• Community Feedback:
• Gather feedback from users and healthcare professionals to identify areas of improvement and feature requests.
• Success Stories:
• Document and share user testimonials and success stories showcasing the app's positive impact on health outcomes.
• Partnership Growth:
• Evaluate the number and quality of partnerships established with healthcare organizations and industry.

[CAPABILITY & FEASIBILITY] What is your capability to deliver your project with high levels of trust and accountability? How do you intend to validate if your approach is feasible?

Our team, in collaboration with Microsoft Startup, possesses the expertise and resources to deliver HealthPilot successfully. And we are Successfully Partnered with Microsoft with its Big aim to become an AI Powered Health app for Healthcare systems and We receive more than 45 AI related microsoft products with a mix of technical benefits and business resources.

We’re trusted by Microsoft!

Delivery Assurance: Proven track record in app development, education technology, API developments, Cloud computing and team management.

Our team is proud to be partnered with MLOps Community, a global organization at the forefront of machine learning, DevOps, and cutting-edge technology. As hosts and organizers of the Addis Ababa chapter, we facilitate Meetups , YouTube videos, newsletters, podcasts, and more, providing a platform for knowledge sharing and networking. With branches in various countries and partnerships with industry leaders like AWS, NVIDIA, Databricks and more, we have demonstrated our capacity to deliver successful events and initiatives, showcasing our commitment to innovation and community engagement.

Our team has achieved significant milestones in the realm of educational mobile applications, boasting over 100,000 downloads and maintaining an active user base exceeding 60,000. You can explore our flagship app here: link.

Furthermore, we're proud to highlight our successful participation in 'Cardano for 100,000+ students,' securing funding through Fund 11. You can view our project proposal and track record here: link.

All the above shows our high value of Feasibility & Capabilities

Our Community Include

• Telegram channels : Et_BlockChain_Network Group
• Twitter Handle : Et BlockChain Network / X
• General Discussion Channel : Code-Night
• Programmer Union: Programmer Union
• MLOps Community: https://mlops.community/

Highly Experienced programmers in haskell, plutus, solidity, AI, ML and subject matter experts ensure high-quality resources.

Transparent Financial Management: Clear budgeting, expense tracking, and reporting processes

User Feedback Integration: Actively collecting and addressing user feedback for continuous improvement

Feasibility Validation: Utilizing past success metrics, implementing pilot programs, and committing personal time for project development.

Trust & Fund Management: Transparent budgeting, regular reporting, and community oversight to ensure accountability. And we follow Budget Planning, Transparent Expense Tracking, Regular Reporting

Iterative Development: Adopting an agile development approach, allowing for continuous improvement based on real-world testing and user input. This positions us as a reliable and accountable entity capable of delivering this project with a high level of trust.

Scalability Considerations: As HealthPilot aims to become a global Health Sector Platform, scalability is a primary consideration in its design and development process. Our team and our community will evaluate high potential bottlenecks and performance optimizations, especially as user demand increases over time.

Marketing and Promotion Plan:

1. Social Media Campaigns: Engage with our target audience through strategic social media campaigns on platforms like Twitter, LinkedIn, and Facebook. Regular updates, engaging content, and targeted advertisements will be used to reach potential users.
2. Influencer Partnerships: Collaborate with healthcare influencers, bloggers, and professionals to amplify our message and reach a broader audience. These partnerships will help build credibility and trust in the HealthPilot platform.
3. Content Marketing: Create valuable and informative content, including blog posts, articles, infographics, and videos, to educate users about the benefits of HealthPilot. Content will be optimized for search engines to increase visibility and attract organic traffic.
4. Email Marketing: Launch email marketing campaigns to communicate with our user base, share updates, and promote new features. Personalized emails will be sent to provide users with relevant information and encourage continued engagement.
5. Community Engagement: Actively engage with our community through online forums, discussion groups, and community events. Hosting webinars, AMA (Ask Me Anything) sessions, and Q&A sessions will foster a sense of belonging and encourage user participation.

[PROJECT MILESTONES] What are the key milestones you need to achieve in order to complete your project successfully?

Research, Improvment and Development Planning:

Define project requirements and gather user feedback, ER diagram and Design, and Improvments of the existing prototype.

• Acceptance Criteria: Documentation of user requirements and feedback analysis report, DIagrams.
• General Improvements Outline, Documentation and and Improved version of the app

Algorithm Development and Wireframe Design Improvment:

Develop and Upgrade the current AI algorithms and Improve and design Improved user interfaces.

• Acceptance Criteria: Approval of algorithm architecture and wireframe, Improvements of UX/UI and provide improved AI Models and Chatbot

Integration and Off-chain Testing:

Integrate features and conduct off-chain testing.

• Acceptance Criteria: Successful completion of feature integration and test plan and Documentation.

 Performance Optimization and Scalability and Promotion

Objective: Optimize the performance of HealthPilot and ensure its scalability to handle increasing user demands.

• Acceptance Criteria:
• Achieve specified performance benchmarks for response times and system throughput.
• Promotion on social media
• Successfully scale the system to support a larger number of concurrent users.
• Demonstrate efficient blockchain data handling and retrieval.
• Documentation of performance optimization strategies and scalability measures.

Blockchain Integration and Testing:

Integrate blockchain for data storage and conduct testing.

• Acceptance Criteria: Successful storage and retrieval of health data on the blockchain.

Deployment, Launch, and Maintenance:

Deploy HealthPilot to production environments and initiate post-launch maintenance.

• Acceptance Criteria: Stable deployment, community announcement, and maintenance plan documentation.

Deployment, Launch, and Maintenance: Deploy HealthPilot to production environments and initiate post-launch maintenance.

• Acceptance Criteria: Stable deployment, community announcement, and maintenance plan documentation.

[RESOURCES] Who is in the project team and what are their roles?

Our team comprises experts in software development, AI,Cardano blockchain technology, and project management. As partners of the MLOps Community, Digital Marketing, we have access to a global network of industry leaders and resources.

1 Menilik Eshetu - Open Source Specialist, AI Engineer at Singularitynet and Lead Backend Developer

• LinkedIn: Menilik eshetu linkedin
• Conducting research, curating resources, and organizing content
• and Website : Website
• Currently working at:  Singularitynet.io
• Email: menilik.eshetu@singularitynet.io
• Github : Github account
• Website : Menilik-Website
• Cardano Blockchain Certified Associate: Menilik’s_Certificate_CBCA_5352426
• Member of Microsoft for startups founders hub

2 Gerawork Aynekulu - Blockchain Developer and DevOps Engineer with more than 4 years of experience

• Github: gerawork github
• Linkedin : Gerawork Linkedin
• Manages technical and non technical aspects of the project.

3 Tollan S. Berhanu - AGI Research | AI Development | Cardano Blockchain | Full-stack Web at Singularitynet

• Haskell and plutus developer
• Linkedin: Linkedin Profile
• Github : GIthub Profile

4 Yordanos Bogale - API and Mobile App Developer

• Linkedin: Yordanos_linkedin
• GIthub: Yordanos_GIthub
• Handles the backend development and integration of the platform.
• Proficient in server-side programming languages.
• Experience in database management and API integration.

5 Biruk Getachew - Mobile App Developer and Backend Developer

• Github : Github_account
• Linkedin: Biruk_Linkedin
• Portofoli: Biruks_portofoli
• Role: Manage backend development and technical part of the project

6 Yared solomon - UX/UI Designer

• Portfolio: yared_solomon_portofoli
• Github:yared’s_github
• Linkedin: Yards_Linkedin
• Responsible for creating intuitive and visually appealing user experiences.
• Proficient in user interface design principles and user-centered design methodologies.
• Experience in designing engaging and user-friendly interfaces for mobile and web applications

7 Betelhem Girmay - Human Resource and Digital Marketing Specialist

Our team experienced professional adept at content creation, copywriting, and promotion. Betelhem will manage HR tasks while leveraging digital marketing strategies to enhance project visibility and engagement.

• Linkedin - Bethlehem's Linkedin

8 Partners and Groups with existing educational and experienced experts

• Telegram channels : Blockchain Network
• Twitter Handle : Twitter / X 
• General Discussion Channel : Code-Night
• Mobile App Developers : Programmers Union

Direct lines of communication have been established to ensure effective coordination and access to necessary resources.

This community are in short 

Community Hub: Our channel serves as a vibrant hub for interested in blockchain technology. It's a place where enthusiasts, developers, and learners come together to share knowledge, ask questions, and explore the vast potential of blockchain.

Learning Opportunities: people Join us to access educational resources, discussions, and insights into blockchain technology. Whether they are a beginner or an expert, there's always something new to discover and learn in our community.

Networking Platform: Connect with like-minded individuals, experts, and professionals in the blockchain space. Forge valuable partnerships, collaborate on projects, and stay updated on the latest developments and opportunities in the blockchain ecosystem.

Community Engagement: Engage in lively discussions, community meetups, and awareness campaigns aimed at promoting blockchain adoption and innovation. Be part of a movement that's shaping the future of technology and entrepreneurship in our country.

Partnership Opportunities: Explore partnership opportunities with blockchain technology companies, startups, and organizations. Together, we can drive meaningful impact and create innovative solutions that benefit our community and beyond.

We ensure clear communication and coordination among team members, We have Effective project management practices, regular progress updates, and transparent decision-making processes in subject matters.

• Team Engagement: All listed team members have been engaged and have confirmed their roles and commitment to the project timelines.

Additional Team Members (to be recruited): 

Quality Assurance (QA) Specialist:

Skills: Experience 2+ years in software testing and QA processes, ensuring reliability and functionality.

[BUDGET & COSTS] Please provide a cost breakdown of the proposed work and resources

A detailed budget breakdown encompassing expenses related to development, testing, deployment, and ongoing maintenance of HealthPilot.

Development Costs:

• AI Programmers (2 full-time developers):
• Monthly Salary: 3,500 ADA x 5 months = 17, 500 ADA
• Blockchain Developer (2 full-time developer):
• Monthly Salary: 3,600 ADA x 5 months = 18000 ADA

UX/UI Developer (1 full-time developer)

• Monthly Salary: 3,000 ADA x 5 months = 15000 ADA

Infrastructure Costs:

• Server Hosting (AWS):
• Monthly Cost: = 10,000 ADA
• Domain Registration:
• One-time Cost: 2,500 ADA

Testing and Quality Assurance:

• Testing Tools and Frameworks:
• Total Cost: 15,000 ADA
• Enhancement and Bug Fixation:
• Total Cost: 15,500 ADA

Documentation and Reporting:

• Technical Writing and Documentation:
• Total Cost: 13,000 ADA

Marketing and Promotion:

• Promotional Activities:
• Total Cost: 10,500 ADA

Risk Mitigation Reserve:

• Contingency Fund: Reserved for addressing unforeseen challenges or additional needs during project execution
• Total Cost: 8,000 ADA (8% of total budget)

Total Budget Requested: 100,000 ADA

[VALUE FOR MONEY] How does the cost of the project represent value for money for the Cardano ecosystem?

The proposed budget represents high value for money for the Cardano ecosystem. Here's why:

• Strategic Investment: The funding requested for HealthPilot represents a strategic investment in the future of healthcare innovation on the Cardano platform. By integrating cutting-edge AI and blockchain technologies, HealthPilot will deliver unparalleled benefits to users.
• Long-term Sustainability: The implementation of HealthPilot will not only address immediate healthcare needs but also lay the foundation for long-term sustainability. The project's focus on data security, privacy, and accessibility ensures that users can trust the platform for their healthcare needs, fostering ongoing growth and adoption, and also monitization plane, so it will be for long-term.
• Maximized Impact: Every ADA invested in HealthPilot will be utilized efficiently to maximize impact. From AI programmers to blockchain developers, every resource allocation is meticulously justified to ensure optimal project outcomes and community value.
• Transparency and Accountability: The transparent allocation of funds and regular reporting mechanisms guarantee accountability and transparency to the Cardano community. HealthPilot will provide regular updates on project progress, fund utilization, and impact assessment, enabling the community to track the project's performance and value delivery.
• Innovative Application of Blockchain: The project pioneers the use of blockchain technology in the culinary field, expanding the utility and visibility of the Cardano blockchain beyond traditional financial applications. This innovation opens new markets for Cardano, demonstrating its versatility and robustness.
• Development Costs: The costs associated with the development tasks are calculated based on average rates for blockchain developers and UI/UX designers. According to industry standards, the average freelance rate for blockchain developers ranges

NOTE. The cost and budget allocation for this project are meticulously determined based on extensive research and documentation conducted by the Centre for Economic Policy Research. This ensures that every ADA requested is effectively utilized to achieve the project's goals and deliver tangible benefits to the Cardano community.