Mustakim is a master’s student in software engineering, specializing in program comprehension and empirical research. His work explores LLM-driven code summarization, developer-adaptive documentation, and method dependencies in code understanding. With over four years of industry experience, he bridges academia and practice. His research has been recognized at ESEM 2024 and EASE 2025. Mustakim will complete his MSc in Fall 2025.