mustaf.id
Building intelligent systems at the intersection of applied AI research, scalable architecture, and human-centred design.
I'm a Senior Solutions Architect and Applied AI Researcher with a Master's degree in Computer Science from RPTU Kaiserslautern-Landau (Germany), where I conducted research at the German Research Center for Artificial Intelligence (DFKI) on deep learning, XAI, and online handwriting analysis.
Today I architect and deploy AI systems — from GenAI, LLM, and Agentic AI to RAG systems and e-commerce intelligence — for enterprise clients across the US and global market. I also served as an AI Expert for TÜV NORD Indonesia, ensuring AI applications meet regulatory and industry standards.
My work bridges the gap between rigorous research and real-world deployment. I care about systems that are responsible and built to last.
LLMs, RAG, Agentic AI, Explainable AI, Deep Learning, Graph Neural Networks. Research at DFKI on multi-level handwriting classification.
Scalable e-commerce architecture, AI/ML integration, real-time systems. Led 200+ client engagements and built internal tracking for 40,000+ tasks.
• AWS, Certified Generative AI Developer Professional
• AWS, Certified Machine Learning Engineer Associate
• NVIDIA, Certified Associate Generative AI LLMs (NCA-GENL)
• CertNexus, Certified Artificial Intelligence Practitioner (CAIP)
Lived and worked across Indonesia, Germany, and the US. Speaker at PyCon APAC, FOSSASIA. Contributor to multilingual AI.
Leading architectural strategy for scalable e-commerce AI solutions. Spearheading adoption of Claude Enterprise (Chat, Cowork, Code) and AI Agents across the organization to enhance automation and operational efficiency.
Led AI team in R&D on LLMs, Agentic AI, and Retrieval-Augmented Generation. Developed, deployed, and operationalized AI solutions from concept to production. Collaborated with stakeholders to embed AI across operations.
Provided specialized AI expertise for TÜV NORD's diverse clientele. Ensured AI applications met rigorous industry standards and regulatory compliance. Led training sessions and strategic guidance on Data Analytics and AI technologies.
Managed 200+ clients worldwide with high satisfaction rates. Led development and management teams across full project lifecycles. Built an internal real-time task management system handling 40,000+ tasks.
Conducted research at the German Research Center for Artificial Intelligence. Investigated multi-level online handwriting classification using GNN, Transformers, and 1D CNNs. Also explored XAI methods (GradCAM, Integrated Gradients) for medical image analysis in the Healthcare domain.
Open to consulting, research collaboration, speaking invitations, and interesting problems at the intersection of AI, design, and global systems.
