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Portrait of Frederick Johan Castañeda Pérez

Frederick Johan Castañeda Pérez

AI Engineer at Silicogenix

Frederick is an AI Engineer at Silicogenix, working at the intersection of generative AI and applied scientific tooling. He shared his work on procedural generation and drug discovery at the Pereira Tech Talks AI night.

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Talk history — Frederick Johan Castañeda Pérez

Most recent first.

  1. 2025

    TalkES

    AI and biotechnology: discovering drugs with language models

    A look at how artificial intelligence is reshaping the discovery of new drugs. We cover the role of large language models in biomedical research, the use of architectures like AlphaFold 2 and AlphaFold 3 to predict protein structures, and how these technologies make it possible to simulate interactions between proteins and chemical compounds. With clear examples and real applications, the talk is aimed at developers, researchers, and enthusiasts who want to understand how AI is accelerating innovation in biotechnology and medicine.

    By: Frederick Johan Castañeda Pérez