Published February 13, 2026 | Version v1
Conference paper Open

REVOLUTIONIZING DATA SCIENCE AND METHODS:A SHIFT FROM MODEL-CENTRIC TO DATA-CENTRIC

  • 1. ROR icon University of Kerala

Description

My work explores a pivotal role which discuss about the shift from human-intensive pipelines towards autonomous self-healing architectures. It explains how Integration of Agentic AI and Synthetic Data helps to eliminate data scarcity. It also gives an introduction about "Recursive Validation" which is a framework that anchors synthetic training loops with "gold standard" real-world data to ensure model integrity🤖 📊.

Files

Revolutionising DataScience and Methods _research paper.jpg

Files (357.2 kB)