Three perspectives on intelligent engineering: govern, orchestrate, understand.
Infrastructure for managing the AI agent lifecycle, with versioned configurations, evaluation, controlled execution, and traceable results.
Core enforces authority throughout the lifecycle. Bench precedes approval and publication.
Decision support for maritime logistics, combining cargo matching, voyage context, and document retrieval to produce recommendations that operators can review.
Branches depend on intent. Regulation uses retrieval; matching also uses graph and optimization. Transactions stay in Gateway.
Research on Indonesian meme classification using text-image fusion, topic information, and explainability to examine both predictions and model behavior.
Alternative experimental fusion paths. Topic features are used in A/B/C; variant D removes topic information.
A personal finance dashboard and purchase scenario interface that helps users review their financial position and compare spending choices.
An image super-resolution implementation exploring residual generation, adversarial learning, and the balance between reconstruction fidelity and visual quality.
An INDONERIS research prototype preparing news, images, and transcripts for misinformation detection, with an emphasis on data quality and leakage prevention.