Kaliveedu 2024 Boomex Original New [extra Quality] -

Introduction

  1. Consent Layer – explicit opt‑in for data capture, with granular controls for parents.
  2. Anonymization Layer – de‑identification before analytics processing.
  3. Audit Trail – immutable logs stored on a permissioned blockchain (Hyperledger Fabric) for regulatory compliance.
  4. Data‑Sharing Agreements – standardized MoUs with state education departments, enabling aggregated dashboards while preserving student privacy.

National Education Policy (NEP 2020)

The set ambitious targets: universal foundational literacy and numeracy (UFLN) by 2025, a shift to competency‑based curricula, and the integration of technology to personalize learning. Yet, by mid‑2023, the Ministry of Education reported that only 58 % of primary students met UFLN benchmarks, with stark disparities between urban and rural districts.

Research Approach