Muhammad Yusuf Haikal

Built and deployed an AI market-intelligence pipeline that transforms TikTok beauty and personal-care videos into structured trend, product, commerce, and content-strategy signals. Also developed a human-in-the-loop keyword canonicalization system using embeddings, clustering, and reviewable decisions to clean noisy vocabularies while preserving emerging trends.

Supported internal IT audit work by reviewing audit documentation and findings across banking technology processes, documenting Minutes of Meeting for audit sessions, and building a stronger understanding of core banking workflows and control environments.

Built a Cloud Audit System with RAG pipeline for regulatory compliance across AWS, GCP, and Azure, enabling accurate evidence lookups from cloud documentation. Developed a comprehensive Cloud Security Checklist consolidating major compliance frameworks. Additionally created machine learning prototypes for credit scoring to explore modeling approaches and interpretability.

Assisted the lecturer in teaching the course, supported students with their assignments, and provided feedback on their group projects.