Eric Yoon Email & Phone Number

United States

San Francisco, California, United States

- Implemented an efficient temporal-knowledge graph algorithm for knowledge extraction across large set of documents using various NLP and optimization techniques.- Fine-tuned and applied large language models (LLMs) for automating and speeding up analytics processes.

University Of California Santa Barbara, California, United States

University Of California Santa Barbara, California, United States

University Of California Santa Barbara, California, United States

● Design and implement powerful data visualizations of spatial and time series data, aimed at assessing data quality and extracting critical insights regarding climate patterns and crop yields in Africa.● Employ object-oriented programming principles to build structured Python pipelines, enhancing the efficiency of data analysis processes at the Climate Hazard Center.

Santa Barbara, California, United States

● Enhanced LLM-based text classifiers through innovative fine-tuning and adaptation of computer vision techniques in NLP, significantly improving model robustness and reliability.● Conducted thorough literature reviews on state-of-the-art adversarial defense techniques in NLP and computer vision, and implemented experimental designs in Pytorch.