Evidence Provenance in R&D Intelligence Dashboards: Why Traceability Matters More Than AI-Generated Insights
By Dr. Pravin D. Badhe | Founder & CEO, Swalife Biotech Introduction: A Dashboard Is Not Evidence Artificial intelligence is […]
Brine Shrimp (Artemia salina): A Powerful Bioassay Model for Toxicity Screening and Early Drug Discovery
Dr. Pravin D. Badhe, Swalife Biotech Pvt. Ltd. Ireland, India . Doi: – 10.5281/zenodo.21929821 Introduction The development of new pharmaceuticals,
Decentralized Clinical Research: A New Era
Dr. Pravin D. Badhe, Swalife Biotech Pvt. Ltd. Ireland, India Doi: – 10.5281/zenodo.21912435 Introduction Clinical research is entering a new
AI-Powered Literature Mining for Faster Research
Dr. Pravin D. Badhe, Swalife Biotech Pvt. Ltd. Ireland, India Doi: – 10.5281/zenodo.21884609 Introduction The scientific community is generating knowledge
AI in Clinical Trial Design: Transforming the Future of Smarter, Faster, and More Efficient Clinical Research
Dr. Pravin D. Badhe, Swalife Biotech Pvt. Ltd. Ireland, India Doi: – 10.5281/zenodo.21883898 Introduction: Why Clinical Trial Design Needs Innovation
Network Pharmacology vs Traditional Drug Discovery
Dr. Pravin D. Badhe, Swalife Biotech Pvt. Ltd. Ireland, India DOI: 10.5281/zenodo.21351926 Introduction Drug discovery has traditionally followed the principle
How AI Is Transforming Drug Discovery in 2026
Dr. Pravin D. Badhe, Swalife Biotech Pvt. Ltd. Ireland, India DOI: 10.5281/zenodo.21336804 Introduction Drug discovery is one of the most
From Plant Compounds to Molecular Targets: Understanding Network Pharmacology in Drug Discovery
Introduction Drug discovery is changing drastically. Traditionally, pharmaceutical research focused on “one drug – one target – one disease”. This
Swalife LLM – Research Intelligence
Building AI-Assisted Scientific and Clinical Intelligence for the Future of Healthcare Healthcare innovation depends on more than new medicines, diagnostics,
Oxidative Stress in Skin Wellness: How Antioxidants Help Protect and Brighten Skin
Oxidative stress in skin is one of the leading causes of dullness, uneven tone, dryness, and early signs of aging.