An open-source instructor dashboard designed to facilitate mastery learning in high-enrollment Computer Science courses. The system features a robust data pipeline that aggregates and normalizes scores from disparate sources—including Gradescope, PrairieLearn, and iClicker—into a unified "Student View."
A comprehensive AI assistant designed to help De Anza College students navigate campus resources and academic transfer processes. The system utilizes Retrieval-Augmented Generation (RAG) to answer queries regarding college policies and procedures with high accuracy.
It features a gamified transfer planning module and an intelligent course counselor agent that utilizes OpenAI function calling to query a backend MySQL database for real-time course availability.
Designed a high-precision NLP pipeline to convert unstructured clinical notes into standardized, structured outputs. The architecture leverages Low-Rank Adaptation (LoRA) to efficiently fine-tune Large Language Models (LLMs) for medical context, integrated with MedSpacy for domain-specific entity recognition.