LaiYing Ng

As a university student actively navigating courses in data engineering, database systems, and data structures, the disconnect between curriculum and industry is a problem I experience firsthand. My core technical foundation centers on C++, Data Structures, and structuring complex logic.

While my standard frontend toolkit includes HTML, JavaScript, and Bootstrap, I strategically pivoted to a Python-based Streamlit stack for this rapid prototype. This allowed me to bypass manual DOM manipulation and focus entirely on the core algorithmic logic, data flow, and SQL-style data modeling required to prove the viability of a real-time curriculum pipeline.