Preferred learners
- Anywhere
- Academic experience or paid work
Categories
Project scope
- What is the main goal for this project?
-
Our company operates in the fintech and blockchain industry, specifically in the Tokenization of Real World Assets in the Regenerative Finance and Real Finance niches.
As a platform service, we Tokenize Assets for Regenerative Projects to tap into greater liquidity markets and open financial access to many more, and we want to leverage the latest A.I. technology to gain market advantage. Applications of this technology include a Regenerative Impact A.I. Calculator and Estimator Tool that uses recommended and invented algorithms, predictive analytics like lifetime values, fraud detections, and classifications.
The required outcome of the Estimator Tool is to allow the user to make an informed decision based on Dollar Value Profitability and Cost savings on wether creating a Regenerative Impact Project (i.e. Regenerative Agriculture, Reforestation, Biodiversity enhancement) and or switching a current status quo or resource extraction method or project toward becoming Regenerative.
The student needs to become well and extensively researched on what constitutes a Regenerative Impact Project, what is required to qualify, what actions need to be taken, what considerations are in place etc.
The user will enter required data into specified fields about their property, assets and project,
SOME INPUT FIELDS:
Current Property Value
Size of property
Continent and country
Property location (google earth KML file of property borders)
Ecosystem (grassland, forest, jungle, coastal, desert, other (allow for manual input))
Business (Agriculture, Grazing, Orchards, Reforestation, Other (allow for manual input))
Annual Profit
Annual Costs
Cost of Fertilizer
Cost of Pesticides / chemicals
Insurance Premium
Then
The Estimator Tool needs to factor in a few current and future values like:
Property Value (based location, industry, sales)
Geosatellite imagery
Digital measurement, reporting and verification tech data (DMRV)
Business Operational and Revenue value
Current Profit margins
Cost that could be reduced or removed if switched to Regenerative methods
Natural Capital Value
Payments for Ecosystem Services value
Ecological and Climate Data in that specific region
Risk Premium, i.e. Harvest, livestock or Crop insurance
Value of possible Carbon Sequestration credits
Value of possible Biodiversity credits
Value of water or storm runoff credits
Value of Mitigation Banking credits
Value of United Nations SDGs
Value of ESG
Short, Medium and Long Term net positive value to surrounding ecosystem (how does this benefit the surrounding area, people, climate, food production, quality of life, clean soil, water, clean air etc.)
The increased dollar value and quality of products that have been grown using regeneravitve methods
regenerative methods require little or no fertilizer, little or no pesticides / chemicals
regenerative methods require more intensive farming techniques that add costs
( for example, regenerative grazing requires mobile electric fences
regeneraive agriculture requires better soil management,rotational crops, cover crop planting etc. )
equals ===
Regenerative Impact Assessment Score
- Cost of switching to regenerative, not switching to regenerative
- possible Profit with regenerative impact methods
- ESG score, UN SDGs met
- Short, medium, long term value to local ecosystem and population
- Impact Value
We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to create our A.I. dataset. Students will develop an AI / ML model related to any of the aforementioned applications.
This will involve several different steps for the students, including:
- Conducting background research on our existing products and the dataset.
- Analyzing our current dataset requirements and implementing.
- Researching the latest AI / ML techniques and how they could be applied to our data.
- Developing an AI / ML model that provides unique outcomes or insights into our data.
- Providing multiple solutions that can be applied to solve the same problem.
- What tasks will learners need to complete to achieve the project goal?
-
By the end of the project, students should demonstrate:
- Understanding of the available dataset
- Understanding of the latest AI / ML techniques
- Identification of ways in which AI / ML can be applied to our company
Bonus steps would include:
- Providing multiple versions of potential models
Final deliverables should include
- A final report on the dataset, the problem solved, methodologies and approaches, outcomes and results, and recommended next steps.
- Source materials such as code and workbooks.
- What is the main goal for this project?
-
Our company operates in the fintech and blockchain industry, specifically in the Tokenization of Real World Assets in the Regenerative Finance and Real Finance niches.
As a platform service, we Tokenize Assets for Regenerative Projects to tap into greater liquidity markets and open financial access to many more, and we want to leverage the latest A.I. technology to gain market advantage. Applications of this technology include a Regenerative Impact A.I. Calculator and Estimator Tool that uses recommended and invented algorithms, predictive analytics like lifetime values, fraud detections, and classifications.
The required outcome of the Estimator Tool is to allow the user to make an informed decision based on Dollar Value Profitability and Cost savings on wether creating a Regenerative Impact Project (i.e. Regenerative Agriculture, Reforestation, Biodiversity enhancement) and or switching a current status quo or resource extraction method or project toward becoming Regenerative.
The student needs to become well and extensively researched on what constitutes a Regenerative Impact Project, what is required to qualify, what actions need to be taken, what considerations are in place etc.
The user will enter required data into specified fields about their property, assets and project,
SOME INPUT FIELDS:
Current Property Value
Size of property
Continent and country
Property location (google earth KML file of property borders)
Ecosystem (grassland, forest, jungle, coastal, desert, other (allow for manual input))
Business (Agriculture, Grazing, Orchards, Reforestation, Other (allow for manual input))
Annual Profit
Annual Costs
Cost of Fertilizer
Cost of Pesticides / chemicals
Insurance Premium
Then
The Estimator Tool needs to factor in a few current and future values like:
Property Value (based location, industry, sales)
Geosatellite imagery
Digital measurement, reporting and verification tech data (DMRV)
Business Operational and Revenue value
Current Profit margins
Cost that could be reduced or removed if switched to Regenerative methods
Natural Capital Value
Payments for Ecosystem Services value
Ecological and Climate Data in that specific region
Risk Premium, i.e. Harvest, livestock or Crop insurance
Value of possible Carbon Sequestration credits
Value of possible Biodiversity credits
Value of water or storm runoff credits
Value of Mitigation Banking credits
Value of United Nations SDGs
Value of ESG
Short, Medium and Long Term net positive value to surrounding ecosystem (how does this benefit the surrounding area, people, climate, food production, quality of life, clean soil, water, clean air etc.)
The increased dollar value and quality of products that have been grown using regeneravitve methods
regenerative methods require little or no fertilizer, little or no pesticides / chemicals
regenerative methods require more intensive farming techniques that add costs
( for example, regenerative grazing requires mobile electric fences
regeneraive agriculture requires better soil management,rotational crops, cover crop planting etc. )
equals ===
Regenerative Impact Assessment Score
- Cost of switching to regenerative, not switching to regenerative
- possible Profit with regenerative impact methods
- ESG score, UN SDGs met
- Short, medium, long term value to local ecosystem and population
- Impact Value
We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to create our A.I. dataset. Students will develop an AI / ML model related to any of the aforementioned applications.
This will involve several different steps for the students, including:
- Conducting background research on our existing products and the dataset.
- Analyzing our current dataset requirements and implementing.
- Researching the latest AI / ML techniques and how they could be applied to our data.
- Developing an AI / ML model that provides unique outcomes or insights into our data.
- Providing multiple solutions that can be applied to solve the same problem.
- What tasks will learners need to complete to achieve the project goal?
-
By the end of the project, students should demonstrate:
- Understanding of the available dataset
- Understanding of the latest AI / ML techniques
- Identification of ways in which AI / ML can be applied to our company
Bonus steps would include:
- Providing multiple versions of potential models
Final deliverables should include
- A final report on the dataset, the problem solved, methodologies and approaches, outcomes and results, and recommended next steps.
- Source materials such as code and workbooks.
- How will you support learners in completing the project?
-
Students will connect directly with us for mentorship throughout the project. We will be able to provide answers to questions such as:
- Our current products and applications of AI / ML
- The current data set and guidance in navigating it
- Current industry standard approaches to AI / ML
- Input on choices, problems or anything else the students might encounter.
- What skills or technologies will help learners to complete the project?
-
In order to complete this project, students can self-teach, but it is beneficial to be familiar with:
- Modern ML techniques and data analysis
- Software development using ML languages like Python
- ML ecosystem tools such as Jupyter Notebook
Again, students can complete this project without any of the prior knowledge listed here. Students will be expected to research and learn more about the above as the project goes along.
Supported causes
About the company
- https://www.ecorise.finance/
- 2 - 10 employees
- Agriculture, Banking & finance, Business services, Real estate, Technology
A.I. Powered Tokenization of Regenerative Assets.
Our platform:
Opens financial access (RealFi)
Tokenizes and Trades:
Real World Regenerative Assets & Green Bonds
Bridges TradFi to DeFi and ReFi
Democratizes access to Impact Investing and Funding
Simplifies ESG reporting
Utilizes AI to accurately collect and calculate
Regenerative Impact
Natural Capital & Ecosystem Services
Total Regenerative Asset Value
Ecological Data Value