[DMP 2024]:

[piyushmittaltech]

Ticket Contents

Protean Overview

Protean eGov Technologies Limited provides IT services. The Company offers citizen services, e-governance solutions, system integration, business process re-engineering, data center colocation, and IT consulting services for citizens, corporations and the Government. We have been modernizing the direct tax infrastructure, providing a tax identity to citizens and corporates (issuance of PAN card), strengthening the old-age social security infrastructure (National Pension System NPS & Atal Pension Yojna - APY), promoting financial inclusion by contributing to the India Stack by enrolling citizens for National Identity and enabling the BFSI sector by providing Aadhaar-based identity authentication and e-Sign services

Benefits of this Project

• Improved agricultural productivity and sustainability through AI-driven recommendations.
• Enhanced accessibility with multilingual support for farmers across India.
• Streamlined development and integration process with well-documented and tested APIs.

Description

Use publicly available data to build a predictable model to provide personalised prescriptions, dietary, nutritionally, etc predictions.

The project involves developing robust APIs for an Agronomy app that utilizes AI and ML on historical data to offer personalized agricultural advice and predictive analytics. The APIs will enable features such as disease prediction, seed and fertilizer recommendations, nutrition advice, and increased crop yield insights, with multilingual support for all Indian regional languages.

Personalized Agri-Advice API: As an agronomist, I want to access personalized agricultural advice through API endpoints. Tasks:

• [ ] Develop API endpoints to provide tailored recommendations based on crop type, soil conditions, and climate.
• [ ] Integrate AI/ML models to generate personalized agri-advice.
• [ ] Test API endpoints with diverse scenarios.

Disease Prediction and Cure Advisory API: As a farmer, I want an API to predict crop diseases and recommend cures. Tasks:

• [ ] Implement API endpoints for disease prediction using AI/ML algorithms.
• [ ] Provide advisory recommendations for disease management.
• [ ] Test API accuracy with historical disease data.

Seed and Fertilizer Recommendations API: As a user, I want an API to suggest suitable seeds and fertilizers based on my farming requirements. Tasks:

• [ ] Develop API endpoints for seed and fertilizer recommendations using predictive analytics.
• [ ] Integrate AI models to recommend optimal products for specific crops and soil types.
• [ ] Validate API performance with real-world farming scenarios.

Nutrition Advice API: As a farmer, I want nutrition advice API endpoints for optimal crop growth. Tasks:

• [ ] Create API endpoints to provide nutrient recommendations based on crop stages and soil health.
• [ ] Implement AI/ML models for nutrient optimization.
• [ ] Test API responses against known nutritional requirements.

Increased Crop Yield Insights API: As an agricultural researcher, I need API endpoints to analyze and predict factors contributing to increased crop yield. Tasks:

• [ ] Develop API endpoints to analyze historical data and predict crop yield improvements.
• [ ] Integrate AI/ML models for yield optimization recommendations.
• [ ] Validate API accuracy with historical crop yield data.

Goals & Mid-Point Milestone

Mid-Point Goals:

API Development (Mid-Point Milestone):

• [ ] Completion of API endpoints for personalized agri-advice, disease prediction, and seed/fertilizer recommendations.
• [ ] Integration of AI/ML models with preliminary testing for accuracy and performance.
• [ ] Initial Swagger documentation outlining API specifications.

Final Goals:

API Integration and Testing (Final Goal):

• [ ] Full integration of AI/ML models with all API endpoints for agronomy features.
• [ ] Comprehensive testing of APIs with real-world agricultural data to ensure accuracy and reliability.
• [ ] Complete Swagger documentation for all API endpoints, including descriptions, parameters, example requests/responses, and usage guidelines.

Setup/Installation

No response

Expected Outcome

• A suite of robust APIs providing personalized agri-advice, disease prediction, seed/fertilizer recommendations, nutrition advice, and crop yield insights.
• Swagger documentation that facilitates easy integration and usage of the APIs by developers and agricultural stakeholders.

Acceptance Criteria

API Functionality:

APIs should accurately provide personalized advice, disease predictions, and recommendations based on AI/ML models. Responses should be timely, reliable, and culturally sensitive, considering all Indian regional languages.

Swagger Documentation:

Swagger documentation should comprehensively outline each API endpoint, including usage instructions and example scenarios.

Implementation Details

Go / Node.JS / Python (any one technology to be used)

Mockups/Wireframes

No response

Product Name

Agri Doctor

Organisation Name

Protean

Domain

⁠Agriculture

Tech Skills Needed

Swagger

Mentor(s)

@piyushmittaltech @RaviV-Protean @amitknamdeo @sunilnsdlekyc

Category

API

[Gitesg]

Hello @piyushmittaltech,

I'm eager to contribute to this project by developing a Flask backend that incorporates AI/ML models for data handling and recommendations.

[Nitish0777]

Hello @piyushmittaltech, @RaviV-Protean @amitknamdeo @sunilnsdlekyc "I'm eager to contribute to this project by developing a Backend in Node.js for an optimized API. Known for my problem-solving skills, I'm ready to tackle challenges and drive progress."

[saqib-masood]

Hello @piyushmittaltech I have already written API Docs for almost 60+ API's for a fintech startup in swagger . Apart from that I have also made multiple projects on AI/ML and also achieved Outstanding grade in ML in my coursework. I am interested in this project as well

[AbhimanyuSamagra]

Do not ask process related questions about how to apply and who to contact in the above ticket. The only questions allowed are about technical aspects of the project itself. If you want help with the process, you can refer instructions listed on Unstop and any further queries can be taken up on our Discord channel titled DMP queries. Here's a Video Tutorial on how to submit a proposal for a project.

[Anushkabh]

@piyushmittaltech @RaviV-Protean @amitknamdeo @sunilnsdlekyc
I am interested in writing proposal for this project .. are there any existing issues which i can solve and include in my proposal? i have one more question do we need to develop the models from scratch also? or just integrate the existing one?

[Harine19]

@piyushmittaltech @RaviV-Protean @amitknamdeo @sunilnsdlekyc I have implemented parts of this project and have some doubts: My APIs will accept and return responses in English for now, In the requirement I see that multilingual support is needed and I would like to know whether the API should handle all languages in input and output? Where exactly should the translation happen?

[jay05narayan]

@piyushmittaltech @RaviV-Protean @amitknamdeo @sunilnsdlekyc I am interested in contributing to this project by integrating agri related problems that faced by farmers like weather ,soil condition, season, market expectations of crops and solutions to it.Like an AI consultancy.

[Taeju1330]

Hello @piyushmittaltech I am very interested in contributing to this project as it aligns with my interest's. I would love to leverage my skills for its development.