Dr. Diego Galeano is a Machine Learning Researcher at the Faculty of Engineering, Universidad Nacional de Asunción (FIUNA) in Paraguay. Dr. Galeano’s research focuses on developing machine-learning models for applications in drug discovery and medicine. He has contributed to studies on predicting drug side effects and developing ML frameworks for pharmacological countermeasures on the impact of space radiation on human health.

Presentations

22x

Open Sourcing Hollywood -- Can open source principles be used to harness the power of community and take over the movie business

Legion M is a fan-owned movie studio owned by a community of over 54,000 investors that has produced movies with the likes of Morgan Freeman, Ed Harris, Sonequa Martin-Green, Natalie Morales, Sean Astin and Ali Larter. Co-founder Jeff Annison is at SCALE and would love to talk with members of the FLOSS community with ideas ando/or interest in applying open-source principles and best practices to the art of creating and releasing movies & TV.

 

this is the short

See Presentation
22x

Graph/RAG Frameworks for Accurate Drug Side Effect Retrieval in Large Language Models

Drug side effects are a leading cause of morbidity and mortality worldwide, highlighting the need for improved detection and analysis methods. Large language models (LLMs) have emerged as powerful tools for generating human-like text. Yet, their knowledge is limited by black-box training data, they are prone to hallucinations, and they often lack domain-specific knowledge. Here, we propose two architectures integrating domain knowledge about drug side effects into a Llama 3-8B Language Model through Retrieval Augmented Generation (RAG) and GraphRAG.

See Presentation
23x

underwater basket weaving 101

asdfasdfasdf

See Presentation