Andrew Pearce
Working towards a better world.
Andrew Pearce is a graduate student at the University of California, San Diego, in the Halıcıoğlu Data Science Institute (HDSI), pursuing a Master of Science in Data Science. His work focuses on the mathematical foundations and applied deployment of machine learning systems in scientific and environmental domains.
Projects
Silvaye — Wildfire LiDAR Analytics
Silvaye LLC • JPL Incubator (NASA)
LiDAR ingestion and risk modeling pipelines for environmental monitoring and decision support.
View
→
Evaluation Frameworks for RAG Systems
LLM Systems • Retrieval & Grading
Multi-stage evaluation harness for retrieval quality, answer faithfulness, and automated rubric-based grading.
View
→
