Adaptive AI learning platform

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Nardos Berehe
Project Owner

Adaptive AI learning platform

Funding Requested

$60,000 USD

Expert Review
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Overview

Keleme.io is the first AI-powered learning platform that is redefining the learning experience, tailoring it to fit the evolving needs of learners with a focus on accessibility, efficiency, and engagement.

Proposal Description

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

By utilizing large language models (LLMs), Keleme delivers personalized and engaging learning experiences across various subjects, making high-quality education accessible to all. This innovative approach not only enhances the effectiveness of learning but also contributes significantly to the growth of the AI platform by constantly refining and improving its algorithms based on user interactions & feedback.

Our Team

Our team is composed of technical, business and marketing professionals. The Founder, Dawit has years of experience developing multidisciplinary AI platforms. Another team member, Ruth has a background in marketing and Nardos has extensive experience in business development and finance. 

View Team

AI services (New or Existing)

Multilingual Speech Recognition

How it will be used

ASR technology is deployed to support language learning exercises where learners practice pronunciation and conversational skills.

Generative Language Models

How it will be used

LLMs facilitate a conversational interface for learners to interact with. This allows for dynamic question-answering personalized tutoring and support throughout the learning process.

Text-to-Speech (TTS):

Type

New AI service

Purpose

TTS is used to convert text content into spoken audio making learning content accessible through auditory means. This feature is particularly beneficial for learners who are visual-impaired or prefer auditory learning.

AI inputs

Textual educational content instructions and feedback.

AI outputs

Audio outputs that read aloud the text providing an engaging and inclusive learning experience.

Company Name (if applicable)

Keleme

The core problem we are aiming to solve

Keleme.io addresses the critical issue of limited access to high-quality educational materials, particularly in underserved communities. By harnessing the power of AI, Keleme.io offers a vast library of hundreds of quizzes across various subjects, providing students with ample opportunities for practice and skill development. This innovative platform directly tackles the problem of low passing grades in national examinations, which often stem from a lack of resources for effective practice. Keleme.io's personalized learning approach not only enhances students' understanding and retention but also empowers them to excel in their studies and achieve academic success. 

Our specific solution to this problem

Our solution to the challenges of limited access to high-quality educational materials lies in its innovative use of AI technology to provide a comprehensive library of quizzes and practice materials across various subjects. By leveraging the power of AI, Keleme.io offers personalized learning experiences tailored to individual students' needs, enabling them to strengthen their understanding and skills in specific areas. This approach not only addresses the issue of low passing grades in national examinations but also empowers students to excel academically. Through its user-friendly platform, Keleme.io aims to democratize access to educational resources, ensuring that all students, regardless of their background or location, have the tools they need to succeed in their studies. By harnessing AI for personalized learning, Keleme.io is revolutionizing the educational landscape and creating opportunities for students to thrive academically.

Proposal Video

Placeholder for Spotlight Day Pitch-presentations. Video's will be added by the DF team when available.

  • Total Milestones

    5

  • Total Budget

    $60,000 USD

  • Last Updated

    20 May 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

$15,000 USD

Milestone 2 - Research and Planning (1-2 months)

Description

Conduct market research and needs analysis. Define curriculum and content strategy. Plan technology stack and AI integration.

Deliverables

Market research and analysis: 5000 Curriculum development planning: 3000 Technical planning and initial setup: 2000

Budget

$10,000 USD

Milestone 3 - Development and Testing (3-6 months)

Description

Develop core features and integrate LLMs. Create and integrate content for initial subjects. Test platform with a small group of users.

Deliverables

Development team salaries: 20000 Content creation: 5000 Testing and user feedback: 5000

Budget

$20,000 USD

Milestone 4 - Launch and Marketing (2-3 months)

Description

Launch the platform publicly. Implement marketing strategies to attract users. Gather user feedback and make improvements.

Deliverables

Marketing campaigns and promotions: 10000 User acquisition strategies: 3000 Initial feedback and improvements: 2000

Budget

$10,000 USD

Milestone 5 - Expansion and Scaling (Ongoing)

Description

Expand curriculum to include more subjects. Scale infrastructure to handle increased user load. Continuously update and improve platform features.

Deliverables

Infrastructure scaling: 2000 Continuous updates and improvements: 3000

Budget

$5,000 USD

Join the Discussion (2)

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2 Comments
  • 0
    commentator-avatar
    Emotublockchain
    Jun 10, 2024 | 8:52 AM

    I also like to see colloborations/ partnerships, I would appreciate your swift response. thanks

  • 0
    commentator-avatar
    Emotublockchain
    Jun 10, 2024 | 8:51 AM

      How does Keleme.io ensure that its AI-powered personalized learning experiences are effectively tailored to the individual needs and learning styles of each student?

Reviews & Rating

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12 ratings
  • 1
    user-icon
    ethan_s
    May 23, 2024 | 12:57 PM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 5
    • Usefulness 5
    Keleme.io\'s Potential and Challenges

    I appreciate that Keleme.io is actively being tested in the field; its focus on AI-driven personalization in education is commendable. However, breaking into a saturated market will be challenging. It’s crucial to clearly define and communicate a unique selling point. Additionally, addressing privacy concerns with robust data protection measures will be essential to gain and maintain user trust.

  • 0
    user-icon
    CLEMENT
    May 31, 2024 | 3:19 PM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Enhances accessibility to high-quality education

    This project is a well thought idea. For me, Keleme.io represents a groundbreaking shift in the way education is delivered and experienced. This well sought after by thousands of educational enthusiasts. I also like the fact that it leverages large language models (LLMs). In doing this, the platform will offer personalized and engaging learning experiences tailored to the individual needs of learners. Additionally, this represents good value for the SNET ecosystem as it is capable of attracting users interested in AI-driven education solutions to the SNET AI Marketplace.

    Kudos to the team !

  • 0
    user-icon
    Max1524
    Jun 8, 2024 | 9:55 AM

    Overall

    4

    • Feasibility 3
    • Viability 3
    • Desirabilty 4
    • Usefulness 5
    Good usefulness

    I know that the Keleme.io platform serves as a knowledge library for students in particular and everyone in general. There is a real need for such educational-themed proposals. I see that the proposal shows very clear usefulness when the product approaches users in a very friendly way and promotes the benefits of AI for education.

  • 1
    user-icon
    jamesrules
    May 26, 2024 | 8:03 AM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 5
    • Usefulness 5
    AI Learning Platform potential

    The project's use of AI to provide personalized and engaging learning experiences is impressive. Its vast library of quizzes and practice materials offers students ample opportunities for skill development. The focus on accessibility, especially for underserved communities, is commendable and can help bridge educational inequalities. The constant refinement of AI algorithms based on user feedback is a significant plus.

    However, implementing and maintaining such an AI-driven platform requires significant technical expertise and resources. Adoption might be challenging, particularly in areas with limited technological infrastructure. The competitive edtech market means the platform needs to clearly differentiate itself from other AI-driven learning solutions. Additionally, ensuring the security and privacy of student data is crucial to maintaining trust.

    Overall, this project is a promising and innovative solution to educational access and quality issues. Its focus on accessibility, efficiency, and engagement makes it a highly valuable initiative, despite the challenges in implementation, adoption, and competition. Ensuring strong data privacy and clear differentiation from competitors will be key to its success.

  • 0
    user-icon
    Emotublockchain
    Jun 10, 2024 | 8:55 AM

    Overall

    4

    • Feasibility 3
    • Viability 4
    • Desirabilty 5
    • Usefulness 5
    leveraging AI to provide personalized learning

    It seems like Keleme.io is addressing a significant challenge in education, especially in underserved communities, by leveraging AI to provide personalized learning experiences and access to high-quality educational materials. This approach aims to empower students to excel academically, ultimately revolutionizing the educational landscape.

  • 0
    user-icon
    Gombilla
    Jun 10, 2024 | 11:22 AM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Potential to improve students academic performance

    I would advice that the AI algorithms you intned to utilize must be carefully designed to mitigate biases and ensure fairness in personalized learning recommendations and assessments.

    I see project as being able to democratize access to educational resources by providing a user-friendly platform accessible to all students, regardless of their background or location. Also, it can somewhat improve academic performance and increase passing rates in national examinations by empowering students to excel in their studies. This very desirable and useful. 

  • 0
    user-icon
    BlackCoffee
    Jun 10, 2024 | 12:26 AM

    Overall

    4

    • Feasibility 3
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Milestones should be presented more specifically

    The world's education system in general is in dire need of product offerings like Keleme.io. This speaks to the scarcity of really good, useful suggestions for learners. The team also considered carefully when building 5 milestones. It's just that these 5 milestones have a brief presentation, which does not fully demonstrate the usefulness that the proposal brings. I advise the team to take the time to fully cover the main ideas in the milestones.

  • 0
    user-icon
    Vuthuthuy031096
    Jun 7, 2024 | 9:26 AM

    Overall

    4

    • Feasibility 4
    • Viability 3
    • Desirabilty 4
    • Usefulness 4
    Keleme.io AI Learning Platform

    I appreciate the idea of ​​using AI technology to solve the important problem of limited access to high-quality educational materials. The Keleme.io platform serves as a library of knowledge for students and pupils, providing an engaging and personalized learning experience.
    1. Feasibility:
    I appreciate the feasibility of the project. The project is implemented by a team of technical, business, and marketing experts, so I think they are completely capable of developing the project. The team should add skills and experience in the education industry to optimize the project. By taking advantage of available resources such as large language models (LLMs), the platform will help students have a friendly, easy learning experience.
    2. Viability:
    The proposal radically addresses limited access to high-quality educational materials, especially in underserved communities. The platform uses AI technology to provide a comprehensive library of questions and practice materials to help students improve the quality of their education. For those reasons, I think the AI ​​learning platform Keleme.io will exist and develop in the long term.
    The group's project implementation plan is presented quite specifically and clearly. The milestones all have implementation task plans and the plus point for the team is that they all have specific quantitative metrics to measure the success of the project. However, I think the team should add the implementation date/month to each milestone to easily track project progress. Budgets within milestones are properly allocated, increasing team accountability.

    The team should focus on highlighting the outstanding advantages of the platform compared to other educational support platforms to attract the attention and trust of users.
    3. Desire:
    For students in communities that are underserved with quality educational resources, this platform is truly desirable. The Keleme.io platform as a knowledge library will support students and teachers with tools to help improve the learning process.
    4. Usefulness:
    The platform focuses on solving challenges and offers a user-friendly and comprehensive approach that revolutionizes the learning experience for students around the world. Leveraging AI technology in the development of the Keleme.io platform helps promote the potential benefits of AI technology in the field of education.

  • 0
    user-icon
    TrucTrixie
    Jun 9, 2024 | 1:40 PM

    Overall

    3

    • Feasibility 3
    • Viability 3
    • Desirabilty 3
    • Usefulness 3
    1/3 members are unknown

    Who is the AI ​​researcher I don't see identified as part of the team working on this proposal? I accept Nardos Berehe and Dawit M but there is a minus point for feasibility when there is 1 member whose identity has not been verified. Is the team recruiting more staff to implement this proposal?

  • 0
    user-icon
    Nicolad2008
    Jun 8, 2024 | 3:12 PM

    Overall

    3

    • Feasibility 3
    • Viability 3
    • Desirabilty 3
    • Usefulness 3
    Security and privacy of user data

    Using large language models (LLMs), the platform not only increases learning efficiency but also expands access to high-quality education for everyone. Continuous adaptation and interaction with users helps improve and refine AI algorithms, contributing to the development of the platform. However, the project also faces some challenges. Ensuring the security and privacy of user data is an important issue, as is maintaining accuracy and bias in AI learning. Additionally, integrating the platform into existing education systems requires cooperation and adoption from educational institutions, which can be time-consuming and complicated. However, with technological advancement, the “Adaptive AI Learning Platform” promises to bring great value to the education industry in the future.

  • 0
    user-icon
    Joseph Gastoni
    May 21, 2024 | 12:49 PM

    Overall

    3

    • Feasibility 3
    • Viability 3
    • Desirabilty 3
    • Usefulness 3
    a platform focused on personalized education

    Keleme.io presents an AI-powered learning platform focused on personalized education. Here's a breakdown of its strengths and weaknesses:

    Feasibility:

    • Moderate-High: Developing the platform requires expertise in AI, education, and user interface design.
    • Strengths: The focus on readily available technologies like LLMs suggests a clear development path.
    • Weaknesses: The proposal lacks details on the specific AI model and the scale of the initial content library.

    Viability:

    • Moderate: Success depends on attracting a critical mass of users, educators, and potentially content creators.
    • Strengths: The focus on personalized learning and addressing low pass rates offers a compelling value proposition.
    • Weaknesses: The proposal lacks details on the business model (subscriptions, partnerships) and how it will compete with existing educational platforms.

    Desirability:

    • High (potential): For students seeking personalized learning experiences and educators looking for AI-powered teaching tools, Keleme can be desirable.
    • Strengths: The focus on accessibility, engagement, and addressing low pass rates addresses students' and educators' needs.
    • Weaknesses: The proposal needs to address concerns about the effectiveness of AI-powered learning compared to traditional methods and potential teacher job displacement anxieties.

    Usefulness:

    • High (potential): Keleme.io has the potential to improve access to personalized education and potentially improve learning outcomes.
    • Strengths: The use of AI for personalized learning could enhance student engagement and knowledge retention.
    • Weaknesses: The proposal lacks details on how the platform will ensure the quality and accuracy of the AI-generated content.

    Overall, Keleme.io presents a promising approach to personalized learning. However, focusing on:

    • A well-defined business model for platform sustainability.
    • Demonstrating the effectiveness of the AI model and content quality through pilot studies.
    • Addressing teacher concerns and highlighting the complementary role of AI in education.

    These steps can significantly improve the project's effectiveness. By establishing a clear value proposition, addressing potential anxieties, and focusing on high-quality content, Keleme.io can become a valuable tool for educators and students.

    Here are some strengths of this project:

    • Addresses a critical need for accessible and personalized learning experiences.
    • Leverages AI technology for potentially more engaging and effective learning.
    • Focuses on improving student outcomes by tackling low pass rates in examinations.

    Here are some challenges to address:

    • Demonstrating the effectiveness of the AI model for personalized learning compared to traditional methods.
    • Developing a sustainable business model that attracts users, educators, and potentially content creators.
    • Addressing teacher concerns about potential job displacement and ensuring AI complements, not replaces, teachers.

    By addressing these challenges and focusing on a user-centric approach with high-quality educational content, Keleme.io can revolutionize the learning experience for students worldwide.

  • 1
    user-icon
    Tu Nguyen
    May 22, 2024 | 10:47 AM

    Overall

    3

    • Feasibility 3
    • Viability 3
    • Desirabilty 3
    • Usefulness 4
    Adaptive AI Learning Platform

    This proposal addresses limited access to high-quality educational materials, especially in underserved communities. Their solution is to creatively use AI technology to provide a comprehensive library of practice questions and materials on a variety of topics. This is a good solution, they will create a huge library of hundreds of questions on many different topics.
    Their team includes technical, business and marketing experts. However, I feel that they should share members' social media links.
    Additionally, they should define start and end times for milestones. They should also identify metrics that measure the success of milestone outputs.

Summary

Overall Community

3.7

from 12 reviews
  • 5
    0
  • 4
    8
  • 3
    4
  • 2
    0
  • 1
    0

Feasibility

3.4

from 12 reviews

Viability

3.5

from 12 reviews

Desirabilty

3.9

from 12 reviews

Usefulness

4.1

from 12 reviews

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