Research Publication Announcement
I am pleased to share that my final year research project, titled “Farm to Fork: Blockchain-Based Supply Chain Management System for Spices Using Machine Learning,” has been published by Springer Nature in the book series Lecture Notes in Networks and Systems (Vol. 1358), as part of the International Conference on Machine Intelligence for Research & Innovations (MAiTRI 2024).
Read the publication here:
https://lnkd.in/gHGGgrnq
Abstract Overview:-
This research introduces an innovative approach to spice supply chain management by integrating Blockchain for end-to-end traceability and Machine Learning for intelligent feedback and quality insights. The proposed system ensures data transparency across the production cycle — from farmers to consumers — addressing challenges such as counterfeit detection, product origin tracking, and quality verification.
Contribution:-
As part of the core research team, I contributed to the system design and development, focusing on integrating blockchain smart contracts with ML models for efficient and transparent data processing. This project combined my academic knowledge with practical implementation skills across cloud computing, data security, and automation.
Acknowledgment:-
This publication was made possible through the collaboration with my co-authors Harshvardhini and SHEKHAR SINGH, whose insights and teamwork played a vital role in this achievement. I am deeply grateful to our mentors -Shivani Sharma, Dr. Bipin Kumar Rai, and ABESIT for their constant guidance and encouragement throughout this research journey.
Future Scope:-
The system can be extended through IoT integration for real-time data collection, cloud-native deployment for scalability, and predictive analytics to further enhance supply-chain reliability.
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10 Noviembre 2025 à 19h14
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