Taught undergraduate courses, translating technical/linguistic concepts for students. Integrated data-driven methods in instruction.

Designed and delivered undergraduate instruction using data-driven and corpus-based approaches.

Developed tools for annotation and feature extraction. Analyzed linguistic/behavioral datasets using Python and R.

Built multilingual corpora, automated preprocessing pipelines, conducted statistical modeling and ML analysis.

Processed and analyzed structured/unstructured datasets using Python. Applied NLP for data quality, managed data in Snowflake/Firebase, automated Linux workflows.

Built Python-based pipelines for large-scale data, applied NLP for entity extraction, managed data with Snowflake and Firebase, automated workflows in Linux/Bash.