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A Proposed ESG Maturity Assessment Model (EMAM) for Pharmaceutical Manufacturing

Framework, Methodology, Validation Approach

Illustrative pharmaceutical manufacturing and process engineering environment
Illustrative engineering imagery, not a photograph of the named research or an actual project.

The October 2026 CV of Parashar Biswas lists this title under Published Research Paper. This page presents the publication information and research focus available in the CV.

Research focus

  • ESG transformation in pharmaceutical manufacturing
  • Sustainable pharmaceutical engineering
  • Digital manufacturing
  • AI in pharmaceutical development
  • Validation science
  • Pharmaceutical engineering
  • Innovation management

Professional context

Parashar's background spans pharmaceutical engineering, capital-project delivery, manufacturing operations, CQV and technology transfer. The CV also identifies developing interests in AI-enabled manufacturing, Digital Twins, Industry 4.0 and sustainable pharmaceutical engineering.

Publication access

The supplied CV does not include the paper's full text, abstract, journal details or DOI. This is a research overview, not a reproduction of the full paper. Contact Parashar for publication details or access.

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Get in touch with Parashar Biswas.

Call me+91 9878610760Email meparashar993@gmail.comLocationBengaluru, India