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 […]
AI in Drug Discovery
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,
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
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.
The Future of Wellness: Why Personalized, Predictive, and AI-Assisted Health is the New Standard
By Dr. Pravin Badhe Founder & CEO, Swalife Biotech Meta Description: Discover how the fusion of biotechnology, multi-omics, and artificial
How AI Is Transforming Predictive Healthcare Models
Dr Pravin Badhe Overview AI is shifting predictive healthcare from static risk scores to continuously learning systems that anticipate events,