Projects / AI Innovation Challenge

Developing a Carbon Project Management Platform Leveraging Generative AI and ChatGPT

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Develop an AI platform that can assist users in creating various types of carbon projects within the bounds of the carbon registry.

The problem

The development of carbon projects is a complex and time-consuming process that requires significant technical expertise. Many potential carbon project developers lack the necessary knowledge and resources to navigate the complexities of the carbon registry and create successful projects. This leads to a significant barrier to entry for many potential developers, limiting the number of carbon projects that are developed and ultimately hindering progress toward global carbon reduction goals.

To address this problem, there is a need for an AI platform that can assist users in creating various types of carbon projects within the bounds of the carbon registry. Such a platform would need to be user-friendly and intuitive, providing users with the necessary tools and resources to design comprehensive carbon projects without requiring extensive technical expertise. By simplifying the process of developing carbon projects and making them more accessible to a broader audience, this platform has the potential to unlock a new wave of carbon reduction projects and accelerate progress toward global carbon reduction targets.

The project goals

This platform should include a feasibility analysis tool to help users assess the viability of their proposed carbon projects, and it should allow users to choose from a range of carbon registries. The platform should also be able to help users design a project description that meets the carbon registry’s approval criteria and generate a complete project design document for the chosen carbon project.

Project Scope:

  • The AI platform will leverage GPT-4 & other AI model(s) to generate project design documents for various carbon projects, including reforestation, afforestation, agroforestry, and soil carbon sequestration. 
  • The platform will also incorporate machine learning algorithms to analyze project feasibility and suggest appropriate carbon registries based on project type and location. 
  • Explore the possibility of using the previous and ongoing project details to help train AI models.
  • The developed tool is expected to cover the following:
    • How to develop a carbon project
    • What’s required to develop the project
    • How to establish the project baseline
    • How to write the PDD (Project Development & Documentation)
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Requirements

Good English

A very good grasp in computer science and/or mathematics

Student, (aspiring) data scientist, (senior) ML engineer, data engineer, or domain expert (no need for AI expertise)

Programming experience with Python

Understanding of Machine Learning and/or Remote Sensing



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