Publications

Peer-Reviewed Research

Implementing a digital human resources management tool in the government health sector in Bangladesh: a policy content analysis

Published in BMC Health Services Research.

This study examined governance, policy alignment, and implementation dynamics of digital human resource management systems within a national public health infrastructure.

🔗 https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-021-07304-4

Research & Technical Reports

Toward a Bangla Retrieval Augmented Generation Framework for Public Health: Design and Preliminary Evaluation

Published via Zenodo.

This whitepaper proposed a domain-grounded Bangla Retrieval-Augmented Generation (RAG) framework designed for high-reliability public health knowledge systems, focusing on factual consistency, controlled generation, and institutional knowledge integration.

📄 DOI: 10.5281/zenodo.17445739

Research Preprint

A web-scraped skin image database of monkeypox, chickenpox, smallpox, cowpox, and measles

Published on bioRxiv.

Introduced a publicly accessible dermatological image dataset supporting supervised machine learning research for differential diagnosis of visually similar infectious diseases.

📄 DOI: 10.1101/2022.08.01.502199

Editorial & Knowledge Contributions

Annual Health Bulletin — Directorate General of Health Services (DGHS), Bangladesh

Co-Editor — 2022
Co-Editor — 2023
Managing Editor — 2024

Contributed to national-scale structuring, validation, and dissemination of health statistics and analytical narratives supporting policy and planning.

Knowledge & Systems Orientation

Professional work centers on:

• Digital Health Systems
• Information Architecture & Data Standards
• AI & Retrieval-Augmented Knowledge Systems
• Health Data Governance