10+ Years Instructional Expertise
Taught over 1,000 students across Chile, the US, and Taiwan (K-12, university, and corporate language instruction).
Product Ownership & Code
Conceived, designed, and deployed digital learning applications using Python (Flask, Streamlit) and mobile frameworks (Flutter).
Learning Analytics & NLP
Developed adaptive text difficulty engines using machine learning (CARLA model) to personalize reading content for language learners.
Mixed-Methods Research
Published empirical research triangulating AI model predictions against learner cognitive load, anxiety, and reading comprehension.