Featured Work
RAG App w/ Llama 3.1 8B
Using RAG to reduce LLM hallucinations from llama3.1:8B.
AILarge Language ModelsRAG
Pattern of Life Modeling
Using various models (LSTM, AutoEncoders, XGBoost) and comparing performance when prediction satellite behavior.
Machine LearningAISpace Domain Awareness
UCT Association via Mahalanobis distance
Associating uncorrelated tracks using Mahalanobis Distances to cataloged satellites.
Machine LearningAISpace Domain Awareness
About Me
I'm an AI Research Scientist with 8 years of experience in Space Domain Awareness. My work focuses on applying machine learning and data science to solve complex problems in orbital mechanics, satellite tracking, and space situational awareness.
Learn more about my journey →Let's Work Together
I'm always interested in discussing new opportunities in AI research, space technology, and data science.
diego.v.mcdonald@gmail.com