Journal of Clinical Medicine & Health Care

Applications of AI/ML in Packaging Innovation for Biosimilar Products

Anupam Chanda

Abstract
• AI /ML (Machine Learning) is playing a most significant role in Packaging Development, “Packaging machines in R&D and commercial production for Biosimilar products. Not only in online“liquid injection inspection”areas but in semi solids,solids,Gel,Labels for vials, PFS,Plastic bottle, flexible pouches and many Pharmaceutical DOSES FORM.
• Python is widely used in AI due to its simplicity, versatility.
• Rich selection of libraries for machine learning and data analysis.
• It allows developers to create intelligent systems that can learn from data, recognize patterns, and make decisions.