My work focuses on Large Language Models for medical applications, health informatics, and epidemiological modeling.
Developing amultilingual IoT-LLM for medical consultation systems.
Multi-agent LLM framework combining objective clinical metrics with subjective evaluation to assess medical chatbot responses across risk dimensions. Published in JMIR Medical Informatics (2026).
Preprint: JMIR Medical Informatics (2026)National syndromic surveillance and spatio-temporal epidemiological modeling platform used by the Philippine Department of Health for COVID-19 response. Built data pipelines and visualization APIs.
Springer BookModular blockchain implementation using Hyperledger Fabric for issuance, sharing, and verification of digital credentials for participatory governance.
ACM PaperFull list available on Google Scholar.
Tamayo LPV, Nishiyama T, Peng S, Wakamiya S, Aramaki E.
JMIR Medical Informatics
Tamayo LPV, Jannah SZ, Alnajjar M, Levenchaud A, Peng S, Wakamiya S, Aramaki E.
NTCIR-18 Proceedings
Aramaki E, Wakamiya S, Yada S, Hisada S, Nishiyama T, Tamayo LPV, et al.
NTCIR-18 Proceedings
Teng TRY, de Lara-Tuprio EP, Sescon JT, Lubangco CK, Castillo RCJT, Tolentino MAC, Estuar MRJE, Tamayo LPV, Pulmano CE.
Humanities and Social Sciences Communications, 11, Article 1514.
Tamayo LP, Pulmano C, Santos RJ, Buhain JA, Ico R.
COVID-19 Experience in the Philippines. Springer. (Book Chapter)
Estuar MRJE, Tamayo LPV, Buhain JA, Chua JY, Benito DJ, Yao LF, Sarmiento RF.
COVID-19 Experience in the Philippines. Springer. (Book Chapter)
Pulmano C, de Lara-Tuprio E, Estuar MRJ, Tamayo LPV, Buhain JA, Ico R.
COVID-19 Experience in the Philippines. Springer. (Book Chapter)
Pulmano CE, Estuar MRJE, De Leon MM, Tamayo LPV, Magpantay AT, Tan HCL, Co NAS.
ACM ICSIM 2023
Pulmano CE, Estuar MRJE, De Leon MM, Tan HCL, Co NAS, Tamayo LPV.
Procedia Computer Science 219, 99–106.
de Lara-Tuprio EP, Estuar MRJE, Sescon JT, Lubangco CK, Castillo RCJT, Teng TRY, Tamayo LPV, et al.
Springer Nature Humanities and Social Sciences Communications 9, 111.
Estuar MRJ, Abao R, Aureus J, Pangan Z, Tamayo LP, de Lara-Tuprio E, Teng TR, Rodrigueza R.
Social Computing and Social Media, Springer.
Tokyo, Japan – Oral Presentation
Classifying patient-chatbot conversations with objective and subjective assessments
Osaka, Japan – Oral Presentation
Intelligent system for coffee plant analysis (ISCA)
Lisbon, Portugal – Oral Presentation
Blockchain-based decentralized digital credential system
Kagawa, Japan – Poster Presentation
Participatory design of the FASSSTER surveillance platform for COVID-19