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Why Biotech Startups Are Betting Big on AI-Powered Molecular Simulations
Explore how Generative AI is reshaping molecular simulations in drug discovery—from accelerating virtual screening to designing novel drug compounds and predicting protein structures. With advanced tools like AlphaFold and DiffDock, and platforms like Kwapio, biotech teams can now reduce costs, increase speed, and bring AI-native clarity to in silico testing. Powered by Pitchworks VC Studio, this shift is driving faster, smarter, and more scalable drug development.
Gokul Rangarajan
Jul 79 min read


Gen AI Based Molecular Property Prediction: A Silent Revolution in Drug Discovery
Gen AI is revolutionizing Molecular Property Prediction (MPP) by enabling accurate, scalable insights from SMILES, graphs, and 3D structures. Platforms like Pitchworks and Kwapio combine AI with agile project management—integrating tasks, data, and models into a seamless workflow. This boosts speed, reproducibility, and collaboration, turning MPP into a reliable engine for drug discovery and formulation.
Gokul Rangarajan
Jul 17 min read
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