This repository is a structured interview-preparation resource organized into six modules: LLMs, computer vision and perception algorithms, deep learning frameworks, domain-specific AI applications (autonomous driving, healthcare), hands-on coding projects, and curated open-source resources. It aggregates and explains high-frequency algorithm interview questions from major tech companies, drawing on recent academic papers and business-innovation perspectives to serve both job candidates and researchers.