Refactoring multi-institution code-tracing platform (CSE 115) under guidance of Vercel engineering lead; architecting React, TypeScript, SQLite stack with Docker deployment pipeline to scale from 800+ students accepting 100,000+ submissions to cross-university adoption, with 1 external institution committed.

– Supported 453+ students across labs, office hours, and grading; implemented structured debugging workshops that improved mentee exam scores∼20% above class median.

– Developed tailored coaching materials for non-English speakers and students with disabilities, reducing average assignment completion time by 30% for supported cohort.

– Awarded full-ride scholarship from competitive pool of∼50,000 applicants via national hackathon; completed intensive 12-week AI Engineering program with hands-on training in AWS SageMaker, Bedrock, pandas, NumPy, and scikit learn.

– Engineered health insurance claims triage assistant using LLM fine-tuning, FAISS vector indexing, and RAG architecture; automated document analysis across 10K+ claims achieving 82.5% accuracy—15% improvement over baseline keyword search.