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April 30, 2026Open Access

CLARA.AI: An On-Premise LLM-Powered Academic Administration and Analytics Platform

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Authors

DMDhyanesh MDSDharshini SDPDeepak P

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Overview

CLARA.AI improves administrative efficiency by automating workflows in engineering institutions, indicating better data management and analytics.

Key Points

  • This research addresses administrative challenges in Indian engineering institutions using AI solutions.
  • Developed a full-stack AI platform named CLARA.AI integrated with a local Large Language Model.
  • Implemented a Django-based Model-View-Template architecture.
  • Created AI Circular Generator for drafting circulars and Intelligent Academic Analytics for PDF mark sheet parsing.
  • CLARA.AI automates repetitive administrative tasks, reducing manual data entry errors.
  • Improves data management through innovative table extraction and natural language processing techniques.

Cite This Study

M et al. (2026) studied this question.

synapsesocial.com/papers/69f2a4da8c0f03fd67763e25https://doi.org/10.5281/zenodo.19841544
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