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.

