Context: Academic research at IIM Indore requiring extraction and analysis of text from PDF‑based research papers for topic‑specific corpora.
Challenge: Research papers were locked in PDF format with inconsistent layouts, embedded images, and varying quality. Needed to extract clean text and identify dominant terms within specific research domains.
Solution: Built an end‑to‑end pipeline:
Outcome: Delivered structured, searchable corpora for academic analysis, enabling researchers to quickly identify key themes, trends, and patterns across large document collections.