Content Custom Pro

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Presentation
Valentin Aliendro
Project Owner

Content Custom Pro

Funding Requested

$150,000 USD

Expert Review
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Overview

Hunko aims to make high-quality education accessible to all by creating an app that tailors educational content to individual needs. This content not only considers the specific context—such as local customs and vocabulary—but also aligns with the users' preferences and learning styles. We plan to design this algorithm based on Hunko's existing framework, which has been validated by ten companies in Latam and Eu through our initial MVP. The new algorithm will gather user data, consult various artificial intelligence systems with this information to produce ultra-customized content (videos, scripts, images, practices, games) focused on high engagement and efficiency in the learning process.

Proposal Description

How Our Project Will Contribute To The Growth Of The Decentralized AI Platform

Hunko Custom Pro is designed to enhance the development of more effective content for the entire SingularityNET ecosystem, thereby boosting their business models.

e.i:

  • Jam Galaxy: Create custom content for artists based on their knowledge for their fans.
  • RejuveAI: High-quality content for sales, and personalized health reports.
  • Twin Protocol: Training materials based on employee knowledge.
  • SophiaVerse: Context-based game content and educational material.
  • Awakening Health: Engaging stories for seniors.

Our Team

Our team consists of exceptional professionals dedicated to democratizing high-quality education. Skilled in AI and focused on technological adaptation, we seamlessly iterate with disruptive technologies. Recently, we've collaborated with the Deep Funding team to maximize our solution's value for the SNET ecosystem and marketplace. We work in synergy to ensure every educational solution is effective and accessible As a team, we won the SWR 2022 and are finalists in a competition in France.

View Team

AI services (New or Existing)

Semantic Similarity Binary

How it will be used

Hunko can adapt both texts to increase similarity index using embbedings. A new adapted text with more similarity with the other one (the user can choose wich text to adapt) would be the ouput of Hunko using this AI service.

Speech recognition/Translation apps

How it will be used

Hunko could leverage on them to scale our content globally breaking down language barriers

Image Captioning

How it will be used

Hunko can use this app to generate descriptions of images provided by users to include those descriptions into the adapted text.

Real Time voice cloning

How it will be used

Hunko can use it to generate adapted content in video formats using the voice of the user.

Company Name (if applicable)

Hunko

The core problem we are aiming to solve

Currently, 1 in 2 people worldwide have expressed dissatisfaction with online education. UNESCO predicts that hybrid education will account for 20% of the global education market by 2025 and 40% by 2030, indicating a market experiencing significant growth. The root of the problem lies in the fact that current online education is standardized and does not focus on increasing student engagement. Both of these factors lead to a loss of attention and interest from students, directly undermining the effectiveness of the learning process.

Our specific solution to this problem

Hunko proposes to tailor education to each individual by considering their unique characteristics and creating a personal profile that includes their strengths, educational profile, sensory preferences, interests, and weaknesses. The current process of obtaining personalized education is very costly in terms of both time and money, as it typically involves hiring private tutors.

Hunko adapts education through the development of a proprietary algorithm that leverages various artificial intelligences to streamline this process, delivering high-quality personalized education content (videos, games, texts, practices, scripts amoung others) at significantly lower costs and production times compared to current solutions. This allows for the scalability of the solution and the provision of a wide variety of highly customized training programs to meet the needs of any individual. 

Additionally, we use our own design framework that focuses on increasing user motivation and engagement with the content, which enhances learning effectiveness. We have already developed a functional MVP validated by ten companies in Latam and Europe, demonstrating not only market traction but also the validation of our technology and the added value of our adaptive approach.

 

Project details

Democratizing Educational Content Creation: Personalized Learning with Hunko's Content Custom Pro Algorithm

Half of online students are dissatisfied with online education. Hunko aims to change this with an API that generates customized high-quality content to meet individual needs, making exceptional education accessible to all (i.e People in neurodiversity). With the support of SingularityNET, we are developing the algorithm "Content Custom Pro", powered by multiple AIs to tailor educational content to each student's unique learning profile and preferences. This algorithm maximizes the speed and effectiveness of learning, ensuring a personalized educational experience.

Leveraging a Unique Framework for Optimal AI Integration

The core of our services at Hunko is not merely the use of AI, but rather the framework and processes we have meticulously designed, which represent our primary know-how. This framework, which will be automated by the algorithm we are developing, embeds various types of AI within it. The real secret lies in how we use these AIs to achieve optimal results.

Enhancing Accessibility: Multilingual and Inclusive Content Customization with Expert Support

To ensure accessible content for everyone, the Content Custom Pro algorithm will support multiple languages, including Spanish, English, French, and more. Additionally, to be inclusive of underrepresented populations, the algorithm will address specific needs of neurodiverse individuals by incorporating easy words, simple text structures, pictograms and other accessibility features this part of the project will be developed with the pedagogical support and expertise of the renowned  Leader of NGO PANAACEA, Alexia Rattazi .

Automating AI Connections for Enhanced MVP Deployment

We have already developed an MVP using this framework, which is currently operational in nine companies across various sectors in Argentina. These sectors include banks (Banco Municipal, M23, and Banco Coinag), Agtech factories (DeepAgro), software factories (Adhoc), mechanic workshops (CCIV), real estate developers (Pensaer and Gianganti), and universities (UCA). Additionally, we are starting to reach the European market by developing content for Audencia International University of France.

Our MVP, which has an overall score of 4.6, facilitates user interface connections between different artificial intelligences. User feedback highlights a strong appreciation for the level of personalization it offers. However, to scale up our framework, we are planning to develop an algorithm to automate this process.

Currently at Hunko, the startup behind the current Custom Content Pro proposal, we are already commercializing our MVP 2 with companies in Argentina. We have also started testing and negotiations with organizations (mainly universities) and individuals (professors and trainers) in France to begin commercializing the MVP there. Additionally, we are testing our scalability with a professor in Israel who provides Spanish courses to various organizations worldwide.

We presently have an average ticket size of $1,000 USD per customer, but with the scale provided by our new development, we plan to expand it.

Aligned with the mission of SNET

Incorporating an educational adaptation proposal, similar to the Content Custom Pro developed by Hunko, into the SNET platform would significantly enhance the platform's mission of creating a decentralized network that democratizes access to AI. Our proposal makes it scalable to generate, adapt, and distribute reliable content on a massive scale, ensuring easy access. This content can be utilized for education, raising awareness, or simply disseminating valuable and trustworthy information throughout the network in a sustainable manner.

Ensuring Data Security and Privacy

In Milestone 2 - Requirements Definition and Architecture, we will conduct a thorough analysis of the entire process to define how to maintain information security at every stage. This will include implementing measures such as data anonymization, advanced encryption, role-based access control, regular audits, and compliance with data protection regulations, ensuring the protection and privacy of our users' information throughout the project's development.

Content Custom Pro includes:

-Customizing educational documents (PDFs, images, texts) into structured course topics. 

-Transforming documents (PDFs, images, texts) into scripts, images and video for courses with high engagement, considering the context and preferences of the audience. 

-Adapting educational documents (PDFs, images, texts) into educational games and practices to evaluate the learning process of the students.

-Converting educational documents (PDFs, images, texts) into team projects to promote collaborative and personalized learning for students. 

With these concepts in mind, Content Custom Pro presents itself as an attractive option for integration into the SNET marketplace. It can add value to various types of users, ranging from individuals seeking high-quality, customized content to universities looking to digitize their courses or content. Additionally, it can benefit media outlets aiming to increase audience engagement by generating tailored, high-impact content.

How are we going to measure the success of this project?

1) Compliance with Development Milestones: Ensure adherence to development milestones as outlined in the project plan. We will submit monthly progress reports detailing milestone achievements and adjust the plan according to the feedback received.

2) Number of Users Utilizing the API: Increase the number of users utilizing the API. Achieve a target of 1,000 API users in the first 3 months after implementing the app.

3) Number of Supported Identified Learning Profiles: We will define different types of profiles based on the information provided by the users. The greater the number of profiles we identify, the greater the impact generated by the project in the first 3 months after implementing the app.

4) Average Number of Regenerated Requests: Reduce the average number of regenerated requests per user, understanding that this means the API generated and answer with which the user did not agree We will decrease the average to fewer than 3 in the first 3 months after implementing the app.

5) Average Number of Courses Generated per User: Increase the average number of courses generated per user. the target is to achieve an average of 3 courses generated per user, understanding that this is a sign of high quality of the responses provided by the API. The target is to reach an average of 3 courses generated per person in the first 3 months after implementing the app.

Competition and USPs

Current solutions for course content generation like course.ar or Training SC focus generatingc elements like text, voice, or slides, neglecting the context-based personalization needed to boost engagement and learning effectiveness. The resulting content is often basic and poorly structured. Companies that produce high-quality, personalized content do so traditionally, which is costly and slow.

Hunko has developed an algorithm that streamlines this process by integrating process engineering, operational efficiency, and various types of embedded artificial intelligences. This allows for the creation of high-quality, personalized content tailored to individual profiles, enhancing engagement and learning effectiveness. The process is globally scalable, adapting content to different contexts, cultures, and languages with the help of automatic translation technologies. Hunko’s approach ensures efficient, high-quality educational content that meets the unique needs of each learner.

Needed resources

To strengthen our team, we need to add one additional software developer, one quality assurance leader, and one tester. These are operational positions that do not pose a limitation to our project, as the key roles for our project are already covered.

Existing resources

We have already developed the Hunko Framework, which has been materialized in an existing MVP and validated by ten companies in Latam and Europe. The "Content Custom Pro" algorithm we plan to develop will be based on Hunko’s unique know-how and the experience gained from the previous MVP.

Additional videos

Conten Demo: https://youtu.be/a9PxCgnaMPI

Team presentation: https://www.youtube.com/watch?v=tF30vuoAO88

Neurodiversity-related problem https://www.youtube.com/watch?v=lRY77mooWig&t=7s

 

Revenue Sharing Model

API Calls

API Description:

We are going to make different endpoints available (according to the description of each milestone) to provide the user with the following services:

-Customizing educational documents (PDFs, images, texts) into structured course topics. 

-Transforming educational documents (PDFs, images, texts) into scripts and images for video courses with high engagement, considering the context and preferences of the audience.

-Adapting educational documents (PDFs, images, texts) into educational games and practices to evaluate the learning process of the students.

-Converting educational documents (PDFs, images, texts) into team projects to promote collaborative and personalized learning for students.

API Revenue Service

10000

API Revenue Percentage

20

API Revenue Year

2026

Proposal Video

DF Spotlight Day - DFR4 - Valentin Aliendro - Content Custom Pro

7 June 2024
  • Total Milestones

    9

  • Total Budget

    $150,000 USD

  • Last Updated

    10 Jun 2024

Milestone 1 - API Calls & Hostings

Description

This milestone represents the required reservation of 25% of your total requested budget for API calls or hosting costs. Because it is required we have prefilled it for you and it cannot be removed or adapted.

Deliverables

You can use this amount for payment of API calls on our platform. Use it to call other services or use it as a marketing instrument to have other parties try out your service. Alternatively you can use it to pay for hosting and computing costs.

Budget

$37,500 USD

Milestone 2 - Requirements Definition and Architecture Design

Description

Requirements Gathering: Meeting with stakeholders to define functional and non-functional requirements. Architecture Design: Designing the architecture on AWS including EC2 S3 RDS and Lambda. Documentation: Writing the requirements and design document. Technology: AWS (EC2 S3 RDS Lambda) Confluence or similar for collaborative documentation Associated Costs: Staff: Requirements Analyst: 2000 Software Architect: 4000 DevOps Engineer: 2500 Security Expert 2000 Tools and Software: Confluence: 500 Total: 9000

Deliverables

A comprehensive requirements document approved by stakeholders. A validated architecture design aligned with AWS best practices. A defined process flowchart.

Budget

$11,000 USD

Milestone 3 - Content Generation Module Development

Description

Adaptive Content Generation: Using OpenAI GPT models to generate content based on standardized data. AWS Lambda Integration: Efficiently handling content generation requests. Exhaustive analysis of the entire process to define how to maintain information security throughout each stage. Anti-Bias Prompts Development: Integrating mechanisms to prevent biases and discrimination in responses with a continuous Testing and Adjustments approach Technology: OpenAI GPT AWS Lambda Associated Costs: Staff: Backend Developer: 2500 Machine Learning Engineer: 4500 Infrastructure: AWS Lambda: 2500 Other Costs: OpenAI Licenses: 2500 Legal Consultancy: 1500 Security expert: 2000 Total: 15000

Deliverables

A functional module that generates coherent and adaptive content. The system capable of handling 100 concurrent requests delivering responses in under 5 seconds.

Budget

$15,500 USD

Milestone 4 - Transcription / Information Standardization Module

Description

Video and Image Transcription to Text: Implementation using GPT-4o. Text Standardization: Utilizing OpenAI embeddings to normalize output information. Storage: Using AWS S3 for storing transcribed and standardized data. Technology: GPT-4o OpenAI Embeddings AWS S3 AWS Media Convert (video encoder) and Amazon CloudFront for content delivery network (CDN) Associated Costs: Staff: Backend Developer: 4000 Machine Learning Engineer: 4000 Security Expert 2000 Infrastructure: GPT-4o Other Costs: OpenAI Licenses: 1000 Initial Marketing Presentations: 1000

Deliverables

A module capable of transcribing videos and images with 95% accuracy. Standardized text stored in AWS S3 accessible for subsequent modules.

Budget

$12,000 USD

Milestone 5 - API Development for User Interaction

Description

Delivery of the new feature within the API Documentation and Security: Implementing OAuth2 for authentication and documentation using Swagger. Technology: AWS API Gateway AWS Lambda OAuth2 Swagger Associated Costs: Staff: Backend Developer: 4000 Security Engineer: 4000 Infrastructure: AWS API Gateway and Lambda: 2000 Other Costs: Documentation Tools (Swagger): 500 API Marketing Presentation: 1000

Deliverables

A fully documented RESTful API with OAuth2 authentication. An API capable of handling 200 requests per second passing security and load tests.

Budget

$11,500 USD

Milestone 6 - Content Validation Algorithm Development

Description

Validation Using Embeddings: Using OpenAI Embeddings to validate generated content. Internal Prompts System: Developing a system to correct errors based on validation. Statistical Methods: Defining and developing statistical methods to evaluate embeddings quality and failure probabilities (false positives and undetected positives). Developing hypothesis testing and statistical trials to ensure model robustness. Anti-Bias Prompts Development: Integrating mechanisms to prevent biases and discrimination in responses with a continuous Testing and Adjustments approach Technology: OpenAI Embeddings OpenAI GPT AWS Lambda for processing Associated Costs: Staff: Machine Learning Engineer: 5000 Backend Developer: 4000 Infrastructure: AWS Lambda: 2500 Other Costs: OpenAI Licenses: 2000 Legal Consultancy: 1000 Subject Matter Experts (QA): 2000

Deliverables

An algorithm that validates content with 90% accuracy understood as the algorithm's ability to correctly identify and flag defective content (false positives and undetected positives) in 90% of cases with a 95% confidence interval. A system that generates corrective prompts and processes 1000 validations per day.

Budget

$16,500 USD

Milestone 7 - Adaptation to Neurodiverse Learning Profiles 1

Description

Learning Profile Identification: Developing a module that uses machine learning algorithms to identify and categorize learning profiles based on neurodiversity. Anti-Bias Prompts Development: Integrating mechanisms to prevent biases and discrimination in responses with a continuous Testing and Adjustments approach Technology: AWS Personalize for personalized recommendations Machine learning algorithms (Scikit-learn TensorFlow) OpenAI GPT for content adjustments AWS Lambda and API Gateway for integration Associated Costs: Staff: Data Scientist: 2500 Machine Learning Engineer: 3000 Backend Developer: 2500 Expert in neurodiverse education 1500 Infrastructure: AWS Personalize: 1500 AWS Lambda and API Gateway: 1500 Other Costs: OpenAI Licenses: 1000 Marketing Presentation of New Functionality: 750 Legal Consultancy (Accessibility Compliance): 750 Total: 11000

Deliverables

A profiling module that identifies learning profiles with 90% accuracy.

Budget

$15,500 USD

Milestone 8 - Adaptation to Neurodiverse Learning Profiles 2

Description

Content Personalization: Adapting generated and validated content to fit different learning profiles. This includes modifications in content presentation delivery formats and learning pace. Statistical Evaluation: Defining specific parameters and performing statistical trials to ensure the quality of responses with a certain degree of confidence/certainty in the algorithm’s responses. Anti-Bias Prompts Development: Integrating mechanisms to prevent biases and discrimination in responses with a continuous Testing and Adjustments approach Technology: AWS Personalize for personalized recommendations Machine learning algorithms (Scikit-learn TensorFlow) OpenAI GPT for content adjustments AWS Lambda and API Gateway for integration Associated Costs: Staff: Data Scientist: 2500 Machine Learning Engineer: 3000 Backend Developer: 2500 Expert in neurodiverse Education 1500 Infrastructure: AWS Personalize: 1500 AWS Lambda and API Gateway: 1500 Other Costs: OpenAI Licenses: 1000 Marketing Presentation of New Functionality: 750 Legal Consultancy (Accessibility Compliance): 750

Deliverables

Personalized content that improves engagement and learning effectiveness by 20%.

Budget

$14,500 USD

Milestone 9 - Final Assembly of Adapted Courses

Description

Course Assembly Module Development: Integrating all elements (text images videos) into complete courses. LMS Integration: Implementing processes to upload courses to platforms like Moodle or Canvas. Technology: AWS Lambda Moodle/Canvas APIs Associated Costs: Staff: Backend Developer: 3000 Integration Engineer: 4000 Infrastructure: AWS Lambda: 2000 Other Costs: LMS Licenses (Moodle/Canvas): 3000 Marketing Presentation of Final Courses: 1000 QA Automation Tester: 3000

Deliverables

Fully assembled and functional courses in SCORM format. A system capable of uploading and updating courses on LMS platforms like Moodle/Canvas.

Budget

$16,000 USD

Join the Discussion (2)

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2 Comments
  • 0
    commentator-avatar
    Gombilla
    Jun 3, 2024 | 1:04 PM

    Hi Valentin. I undersrand the intention of Hunk is to provide personalized learning experiences, but there may be privacy concerns regarding the collection and use of sensitive information about individuals, such as their strengths, weaknesses, and educational profiles. It will be essential for Hunko to prioritize data privacy and security measures to ensure user trust and compliance with data protection regulations. Thanks

    • 0
      commentator-avatar
      Valentin Aliendro
      Jun 4, 2024 | 8:24 PM

      Hi Gombilla, Thank you for your insightful feedback. At Hunko, we are committed to providing personalized learning experiences while ensuring the utmost privacy and security for our users. To address your concerns, I'd like to clarify that we do not collect personal data such as names, ages, or email addresses. Instead, we gather data solely to create an educational profile that is not associated with any individual person, ensuring that the information we collect is not sensitive. Nonetheless, to ensure robust information security, we will conduct a thorough analysis of the entire process to guarantee data protection at every stage. Our priority is to build user trust and comply with all data protection regulations. Thanks again for your feedback and understanding. Best regards, Valentin

Reviews & Rating

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16 ratings
  • 0
    user-icon
    andreadekovic
    Jun 13, 2024 | 12:33 PM

    Overall

    5

    • Feasibility 4
    • Viability 5
    • Desirabilty 4
    • Usefulness 5
    Hunko Custom Pro: Revolutionizing Education

    This project not only promises to redefine personalized learning but also aligns perfectly with the broader goals of the SingularityNET ecosystem.

    Feasibility:

    Hunko Custom Pro's feasibility is bolstered by its foundation on Hunko's existing, validated framework, which has already been successfully implemented by ten companies in Latin America and Europe through the initial MVP.

    Viability:

    The demand for personalized education solutions is growing, and Hunko addresses this by offering highly customized content tailored to individual learning styles and preferences.

    Desirability:

    The personalized approach ensures that learners receive content that resonates with their specific contexts and needs, significantly enhancing engagement and retention.

    user-icon
    Valentin Aliendro
    Jun 14, 2024 | 11:17 PM
    Project Owner

    Thank you for your Review Andrea! Latam Power!!

  • 0
    user-icon
    Ayo OluAyoola
    Jun 10, 2024 | 5:01 AM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Hunko: Personalized Learning Powered by AI

    Hunko is revolutionizing online education with a groundbreaking AI solution: the Custom Pro Algorithm. This innovative app tailors educational content to individual needs, creating a truly personalized learning experience.

    Strong Foundation:

    • Feasible: Hunko's proposal builds upon a validated MVP (minimum viable product) and a team with proven experience. Integrating AI for personalized learning seems achievable.
    • Viable: The team's expertise and successful MVP validation demonstrate their ability to execute the project. Additionally, the requested budget aligns with the scope, and timelines appear reasonable.

    Addressing a Critical Need:

    • Desirable: Hunko addresses a pressing demand for personalized online education. By offering tailored content, it stands out from standardized learning platforms, potentially boosting engagement and learning effectiveness.

    Aligning with SingularityNET's Mission:

    • Useful: Integrating with SingularityNET allows the platform to leverage AI for personalized learning experiences. This aligns with SingularityNET's mission of democratizing access to AI and contributes to various projects within its ecosystem.

    Overall, Hunko's Custom Pro Algorithm offers a promising solution to enhance online education. Its personalized approach has the potential to benefit both learners and the decentralized AI landscape championed by SingularityNET.

    I hope you get funded. We can partner.
    Please do check us out at  MarketIn API. We are developing the first-ever Marketing API that you can integrate into your solution at no cost, helping you achieve widespread user adoption.

    You are about to create a great solution, you must ensure the world knows about it, we want to help you do that. Our API is designed to help you reach the critical mass needed for successful adoption.

    https://deepfunding.ai/proposal/marketing-api-by-an-agi/  

     

    If you are looking for one of the most novel ideation projects in this funding round, Please do drop a review or comment, and please do plan to vote for us; we would like to explore just how much AI can do for us in terms of our soft needs of one another.
    Check Ghost AI here

    https://deepfunding.ai/proposal/persona-ai/

    user-icon
    Valentin Aliendro
    Jun 10, 2024 | 3:19 PM
    Project Owner

    Thank you for your insightful and encouraging feedback on our proposal! We truly appreciate your support. If our proposal gets funded, we would be thrilled to collaborate with MarketIn API. Integrating your innovative marketing solutions with our personalized learning platform could significantly enhance user adoption and broaden our reach. Together, we can further empower the SingularityNET ecosystem and create impactful AI-driven solutions. Thank you again for your support, and we look forward to a potential collaboration with you Ayo.

  • 0
    user-icon
    BlackCoffee
    Jun 10, 2024 | 12:05 AM

    Overall

    5

    • Feasibility 5
    • Viability 4
    • Desirabilty 5
    • Usefulness 5
    Questions about educational records

    According to the team, is the data on educational records guaranteed to be safe, that is, is absolute security applied to protect user data? Let's prove it more thoroughly.

    user-icon
    Valentin Aliendro
    Jun 11, 2024 | 11:18 AM
    Project Owner

    Thank you for your valuable feedback on our proposal. We appreciate your concern regarding the security of educational records. We want to assure you that data security is our top priority.

    To address this, we are not only defining a comprehensive security plan with expert advisory in the first milestone but also ensuring that we have a dedicated team committed to this aspect throughout every stage of the project. Our approach includes the implementation of industry-leading security measures and continuous monitoring to protect user data.

  • 0
    user-icon
    Roberto
    Jun 9, 2024 | 6:02 PM

    Overall

    5

    • Feasibility 5
    • Viability 5
    • Desirabilty 5
    • Usefulness 4
    Experienced team with real-world traction

    When talking to educators, it seems clear that the 'post-pandemic' landscape of education has irreversibly changed. Younger generations are surrounded by digital tools and information availability never before seen. It is important that these kinds of initiatives are supported to explore new ways to effectively deliver educational content. 

    This initiative's focus on using AI technology to develop these kinds of solutions makes it an ideal use case for SingularityNET. The team's value proposition is solid, as research shows time and time again that learners demand personalized experiences and that effective education adapts to the learner and not the other way around. 

    I like that the team has taken the time to research other projects in the SingularityNET ecosystem that could benefit from collaborations with the product they aim to develop. This is exactly the type of mentality that community/ecosystem building requires. 

    Hunko's team seems very well-rounded, with a range of expertise one would expect to successfully deliver this type of proposal. 

    The team's experience in the market makes this proposal desirable, feasible, and viable. I like that they already have customers around the world. This shows real capability to not just build innovative technology but to commercialize it, which requires a keen sense of product-market fit.

    Overall, this is a sound proposal with the necessary resources to successfully deliver what they are offering, a good bet for SingularityNET. 

    user-icon
    Valentin Aliendro
    Jun 10, 2024 | 3:14 PM
    Project Owner

    Thank you for your positive feedback on our proposal. We're thrilled that you recognize the importance of personalized education and our efforts to build a strong ecosystem. Your comments on our team's expertise and market experience are greatly appreciated. If our proposal is funded, we would love to collaborate with you and the DeepFunding Academy to further enhance the SingularityNET ecosystem. Thank you for your support.

  • 0
    user-icon
    TrucTrixie
    Jun 9, 2024 | 1:14 PM

    Overall

    3

    • Feasibility 3
    • Viability 3
    • Desirabilty 3
    • Usefulness 3
    The object with the greatest impact

    According to the team, who is the product's biggest impact audience? I think it's the younger generation. I think the team is on the same page as me on this. It is also correct and accurate to think like that because the young generation must be the ones who gain the most benefits from the proposal to build the best and most superior things for the future of society.

    user-icon
    Valentin Aliendro
    Jun 11, 2024 | 11:23 AM
    Project Owner

    We agree that the younger generation stands to benefit the most from our initiative.

    Indeed, the attention levels among young people in educational activities have been declining, which is a significant concern. One of the core pillars of Hunko is to develop engaging content designed to maintain high attention levels among users. By doing so, we aim to enhance their learning experiences and equip them with the tools they need to build a better future for society.

  • 0
    user-icon
    Max1524
    Jun 8, 2024 | 12:54 AM

    Overall

    3

    • Feasibility 4
    • Viability 3
    • Desirabilty 3
    • Usefulness 3
    Try to integrate SNET!

    If the team can easily integrate the SNET platform and attract more users, then I temporarily consider it a success. It's hard to predict the results but what the team presented was pretty good. Especially feasibility.

    user-icon
    Valentin Aliendro
    Jun 11, 2024 | 11:27 AM
    Project Owner

    In the section "How Our Project Will Contribute To The Growth Of The Decentralized AI Platform," we have detailed the integration plans for our project within the SNET ecosystem. Additionally, we have developed demos based on a leading project in the ecosystem, such as JAM GALAXY, which we have shared through the Deepfunding Telegram group.

    We are confident that our project will effectively contribute to the growth and success of the SNET platform. Thank you once again for your support and encouragement!

  • 0
    user-icon
    Alen Valdivia
    Jun 7, 2024 | 2:05 PM

    Overall

    5

    • Feasibility 4
    • Viability 5
    • Desirabilty 5
    • Usefulness 5
    The clear demand for more personalized education

    Hunko's vision to revolutionize online education through customized learning experiences is commendable. Your emphasis on adapting content to individual preferences using AI aligns perfectly with the trends in education technology. Your comprehensive approach shows promise and could indeed redefine how educational content is delivered.

    The project's feasibility is well-supported by your current MVP, which has been validated across various sectors in Latam and Europe. Leveraging existing AI services indicates a practical approach to resource utilization, enhancing the project's theoretical and practical feasibility.

    Your project's viability is evidenced by the skilled team and the partnerships already established, including the initial market validation. However, details on budget allocation, timeline specifics for the project's different phases, and contingency plans for potential setbacks would strengthen this aspect further.

    The desirability of Hunko's solution is high, given the clear demand for more personalized education solutions as indicated by your market research. Nonetheless, considering the competitive landscape, continuous innovation and effective marketing strategies will be crucial to maintain a competitive edge.

    The project directly contributes to the growth of the Decentralized AI Platform by integrating multiple AI services that can generate valuable API calls. This approach not only serves Hunko’s business model but also supports the broader ecosystem, showcasing the dual benefit of your proposal. 

    Your proposal is well-structured and ambitious. Enhancing certain aspects like viability details and further emphasizing the unique selling propositions against competitors could make your submission even more compelling. Good luck!

    BTW: Are there specific strategies you have in mind to maintain user engagement and attract new users in highly competitive markets?

    I leave you my proposal of Holograms with AI, aims to create a holographic virtual assistant for diverse applications like customer service, emotional support, advertising, and entertainment.

    https://deepfunding.ai/proposal/revolutionizing-assistance-3d-holographic-ai/?tab=rating-reviews-tab-pane#review-1307

     

  • 0
    user-icon
    Nicolad2008
    Jun 7, 2024 | 4:05 AM

    Overall

    4

    • Feasibility 3
    • Viability 3
    • Desirabilty 4
    • Usefulness 4
    Educate AI develops

    The project uses technology to create high educational content, suitable for the needs, interests and learning styles of users. The algorithm is verified and successfully implemented in MVP of ten companies in Latam and EU, showing the practical potential of the project. However, I think to achieve success, the project needs to face some important challenges. First, the collection of user data and advice AI needs to be done correctly and safely to protect the user's privacy. In addition, excessive dependence on technology can cause hidden risks, especially when the system has problems or does not meet the needs of educational. I think: In order for this project to be widely accepted, it is necessary to have consensus from the educational community, ensuring that this new method is not only effective but also according to current educational standards. In general, the project shows an important step in personalization of education, factors related to privacy and sustainability should be carefully considered to ensure consistency.

    user-icon
    Valentin Aliendro
    Jun 7, 2024 | 12:55 PM
    Project Owner

    Hello Nicolad, thank you for your valuable feedback. We appreciate your insights on the challenges our project faces. Regarding data privacy, we do not collect personal data such as names, ages, or email addresses. Instead, we gather data solely to create an educational profile that is not associated with any individual, ensuring the information we collect is not sensitive. Our core strength lies in optimizing AI processes, and we are not reliant on a single technology. We can switch between different models due to the robustness of our processes. Thank you again for your constructive comments.

  • 0
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    JornasDoc
    Jun 6, 2024 | 11:39 PM

    Overall

    5

    • Feasibility 5
    • Viability 4
    • Desirabilty 5
    • Usefulness 5
    Tailored Learning: Hunko\'s AI Solution

    Feasibility:
    Hunko's proposal to create an app that tailors educational content through its Custom Pro Algorithm appears theoretically possible and feasible. With a validated MVP and experienced team, integrating AI for personalized learning seems viable.

    Viability:
    The team's experience and MVP validation instill confidence in their ability to execute the project. The budget requested aligns with the project scope, and timelines seem reasonable for milestone completion.

    Desirability 
    Hunko's solution addresses a pressing need for personalized online education, filling a gap in the market. Its focus on tailored content stands out amidst standardized offerings, enhancing engagement and learning effectiveness.

    Usefulness 
    The proposal's integration with SingularityNET contributes to the platform's growth by offering personalized educational content. It aligns with SingularityNET's mission of democratizing access to AI and supports various projects within its ecosystem.

    Overall, Hunko's Custom Pro Algorithm presents a promising solution to improve online education, with potential benefits for both learners and the decentralized AI platform.

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    Valentin Aliendro
    Jun 7, 2024 | 12:59 PM
    Project Owner

    Hello JornasDoc, thank you for your thorough and positive feedback. We appreciate your recognition of the feasibility, viability, desirability, and usefulness of Hunko's Custom Pro Algorithm. We're glad to hear that our MVP validation, experienced team, and alignment with SingularityNET's mission resonate well with you. We are dedicated to continuing our work to ensure our project benefits both learners and the decentralized AI platform. Thank you once again.

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    AleMarinNerd
    Jun 6, 2024 | 6:40 PM

    Overall

    5

    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    EDUCATION FIRST, ALWAYS!

    RE-EDITED ANSWER: Thanks for the clarity Valen! Wish you all the luck!

    Hunko wants to change education by using AI to create content that fits each person\\\'s needs. We see how that would be of impact on mostly young audiences. One of the key points to remark here is the team: i\\\'ve been watching what they are doing since last year when we met and they rock! 

    The only thing I\\\'d love to know deeper is data privacy, what will happen to all that data? Thats why i give this project 3 stars. I\\\'ll wait for a reply, thanks!  

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    Valentin Aliendro
    Jun 6, 2024 | 5:43 PM
    Project Owner

    Hi Ale!

    First, thank you for your excelents comments!

    Regarding Data Privacy, as we mention in other comments to tackle it we will conduct a thorough analysis of the entire process to ensure information security at every stage. Regarding bias, we have developed special techniques and prompts to ensure that the generated content is free of bias. If you would like to delve deeper into this, we have included detailed measures in our proposal.

    Have a great day! 

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    CLEMENT
    Jun 3, 2024 | 1:01 PM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Democratizes access to high-quality education

    From my assessment, I believe that if executed sucesfully, this project could have a significant impact on the SNET AI community. Since it leverages artificial intelligence to deliver personalized educational content at lower costs and production times, Hunko could democratize access to high-quality education, making it more accessible to individuals worldwide. Furthermore, the project's emphasis on increasing user motivation and engagement with the content could lead to more effective learning outcomes, contributing to the advancement of education and skills development within the SNET AI community and beyond. Kudos to the team !

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    Valentin Aliendro
    Jun 4, 2024 | 8:27 PM
    Project Owner

    Hi CLEMENT,

    Thank you very much for your insightful feedback. I'm glad to hear that you understand our vision perfectly. Your recognition means a lot to us.

    Best regards, Valentin

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    Joseph Gastoni
    May 23, 2024 | 9:19 AM

    Overall

    4

    • Feasibility 4
    • Viability 3
    • Desirabilty 3
    • Usefulness 4
    the proposal has a promising concept

    This proposal outlines Hunko's platform for creating personalized educational content using AI. Here's a breakdown of its strengths and weaknesses:

    Feasibility:

    • Moderate: The core concept of using AI for content personalization is promising, but the complexity of the "Content Custom Pro" algorithm needs evaluation.
      • Strengths: The proposal leverages a validated MVP and existing AI frameworks.
      • Weaknesses: The proposal lacks details on the specific AI models used and how they handle complex personalization tasks.

    Viability:

    • Moderate: Success depends on effectively integrating the platform with SingularityNET and attracting users across various sectors.
      • Strengths: The proposal addresses a need for engaging and personalized learning content.
      • Weaknesses: The proposal needs a clearer strategy for user acquisition beyond universities and individual trainers.

    Desirability:

    • High: For educators and learners seeking high-quality, personalized content, this could be highly desirable.
      • Strengths: The proposal caters to the growing demand for adaptive learning experiences.
      • Weaknesses: The proposal needs to differentiate itself from existing course content generation tools by highlighting the unique value proposition of Hunko's AI-driven personalization.

    Usefulness:

    • High Potential: The project has the potential to improve learning outcomes and accessibility, but hinges on effective AI implementation, platform integration, and user adoption.
      • Strengths: The proposal offers a scalable solution for creating personalized content across various educational contexts.
      • Weaknesses: The proposal needs to address potential concerns about data privacy and security associated with extensive user profiling.

    Overall, the proposal has a promising concept, but focus on:

    • AI Model Details: Provide more details on the specific AI models used in "Content Custom Pro" and how they ensure accurate and effective personalization.
    • User Acquisition Strategy: Outline a clear strategy for attracting users beyond universities and individual trainers. This could include partnerships with educational institutions, content creators, and corporations.
    • Data Privacy and Security: Clearly address how Hunko will ensure user data privacy and security throughout the content creation process.

    Strengths:

    • Addresses a growing demand for personalized learning experiences.
    • Leverages a validated MVP and existing AI frameworks for content creation.
    • Offers a scalable solution for adapting content to different contexts and languages.

    Weaknesses:

    • Lacks details on the specific AI models used and their effectiveness in personalization.
    • Needs a clearer user acquisition strategy beyond traditional educational institutions.
    • Needs to address potential data privacy and security concerns.

    By addressing these considerations, Hunko can strengthen their proposal and position their platform as a valuable tool for creating engaging and effective personalized learning content within the SingularityNET ecosystem.

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    Valentin Aliendro
    Jun 6, 2024 | 12:53 PM
    Project Owner

    Hello Joseph Gastoni,

    Thank you for your review and valuable feedback. I appreciate the important points you highlighted for review, and we plan to address them as follows. We intentionally did not detail the specific AI models used because technology, especially Large Language Models (LLMs), evolves rapidly. Our expert team is adept at integrating new AI advancements, ensuring that with the allocated funds, we can leverage the most current models for superior content adaptation.

    Our proposal stands out because we do not generate content; instead, we adapt existing content to the unique characteristics of each user, differentiating us from traditional content generators. Regarding data privacy, we do not collect personal information such as names, ages, or email addresses. Instead, we gather data to create educational profiles that are not linked to any specific individual, ensuring the safety and non-sensitivity of the information.

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    Tu Nguyen
    May 23, 2024 | 8:33 AM

    Overall

    5

    • Feasibility 5
    • Viability 4
    • Desirabilty 5
    • Usefulness 5
    Content Custom Pro

    The problem this proposal raises is: students lose attention and interest when participating in online learning. The solution of this proposal: they will tailor an educational program to each individual by considering their unique characteristics and creating a personal profile that includes strengths, education profile their problems, sensory preferences, interests and weaknesses. This is a solution that will create a big change in the way of learning. Another positive point is that they clearly define indicators to measure project success. Information about the work to be done is quite detailed. I only have one small suggestion: they should determine the start and completion time of each milestone.

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    Valentin Aliendro
    Jun 6, 2024 | 12:39 PM
    Project Owner

    Hi Tu Nguyen,

    Thank you for your insightful feedback. We appreciate your recognition of our tailored educational approach and detailed project indicators. While we have estimated the time and percentage for each milestone, we will finalize specific dates if funding is secured to ensure accuracy and alignment with project needs. Thank you again for suggestions.

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    agdispenza
    May 18, 2024 | 9:20 PM

    Overall

    5

    • Feasibility 4
    • Viability 4
    • Desirabilty 5
    • Usefulness 5
    Education is an important problem to solve

    As a university lecturer and a student of online courses, I understand that both online and formal education fail to adapt to individual needs. One of the major problems is the study methodology. I believe Hunko\'s proposal is innovative and definitely solves a real problem, with enormous social utility. The business model could probably be scaled to formal educational systems, such as universities, not just applied to online education. I love the proposal from the perspective of its utility. Another point to highlight is the validation of the algorithm by other companies, which truly adds value to the project. Congratulations on your contribution to the educational ecosystem.

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    Valentin Aliendro
    Jun 6, 2024 | 9:50 AM
    Project Owner

    Thank you Agdispenza for your insightful feedback. We appreciate your point about scaling our business model to formal education systems like universities, and this scalability is indeed part of our overall business plan. Thank you for recognizing the value of our contribution to the educational ecosystem!

  • 0
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    inesgav
    May 18, 2024 | 6:37 PM

    Overall

    5

    • Feasibility 5
    • Viability 5
    • Desirabilty 5
    • Usefulness 5
    Education within the SingularityNET Ecosystem

    I am fascinated by this proposal that integrates education and AI. Perhaps because I have worked in education for many years and because I understand the value and challenge that education means today, I believe that experimenting and working on real use cases with AI is essential to understanding what is the most ethical way to develop AI in education. The team is solid and very experienced. Hunko has already developed products before and has a track record that ensures its ability to deliver.  Milestones are clear and detailed. This is a product that will enhance SingularityNET decentralized marketplace and platform. Great team work, Congrats!!! 

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    Valentin Aliendro
    Jun 6, 2024 | 9:44 AM
    Project Owner

    Thank you so much Ines for your thoughtful feedback and kind words about our proposal. The hole team behind Hunko appreciate your insights, especially given your extensive experience in education. Your recognition of the challenges and value in today’s educational landscape truly resonates with us. Let´s keep going!!

  • 0
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    JeyGarg23
    May 18, 2024 | 10:24 AM

    Overall

    4

    • Feasibility 4
    • Viability 3
    • Desirabilty 5
    • Usefulness 4
    Interesting project

    Interesting idea, but I'm worried about privacy and potential bias

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    Valentin Aliendro
    May 18, 2024 | 4:59 PM
    Project Owner

    Hello JeyGarg23!

    We fully understand this concern, as it is a significant issue to address. To tackle it, we will conduct a thorough analysis of the entire process to ensure information security at every stage. Regarding bias, we have developed special techniques and prompts to ensure that the generated content is free of bias. If you would like to delve deeper into this, we have included detailed measures in our proposal. Have a great day, and thank you for your feedback!

Summary

Overall Community

4.4

from 16 reviews
  • 5
    9
  • 4
    5
  • 3
    2
  • 2
    0
  • 1
    0

Feasibility

4.2

from 16 reviews

Viability

3.9

from 16 reviews

Desirabilty

4.3

from 16 reviews

Usefulness

4.3

from 16 reviews

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