Research Intern · National Taiwan University of Science and Technology

Hybrid retrieval over laboratory discussions combining RGT embeddings with a knowledge graph, built end-to-end from document ingestion to evaluation.

Solo Project · Independent

An LLM agent that plans and executes multi-step tasks using the ReAct framework and the Model Context Protocol (MCP) to interact with external tools.

Research Project · Institut Teknologi Sepuluh Nopember

Semi-supervised text classification for regulatory documents using IndoBERT with contrastive learning and pseudo-labeling, where labeled data is scarce.