Research Outputs & Publications

Completed research outputs, peer-reviewed publications, technical documentation, and open-source contributions.

This page is updated periodically as new research outputs are completed and approved for public dissemination in accordance with ethical, institutional, and regulatory guidelines.

Peer-Reviewed & Completed Papers

Scholarly articles and completed manuscripts produced under PeachBot Research & Innovation.

Dedicated Edge-AI Single-Board Computer Systems for Ecological Monitoring in Protected Wetlands: Evidence from a Ramsar Site in India
2026 · January · Environmental AI & Edge Computing · Preprint
Author: Swapin Vidya
Edge-Based Execution of Graph Neural Networks for Protein Interaction Network Analysis in Clinical Oncology
2026 · January · Edge AI & Computational Biology · Preprint
Author: Swapin Vidya

Technical Reports & Whitepapers

Technical documentation describing system architecture, methodologies, validation studies, and implementation insights.

PeachBot EcoSense: Edge-First Environmental Intelligence and Disaster Monitoring Platform
2025 · Technical Report
Edge AI Architecture for Rural Telemedicine Systems
2024 · Technical Report

Open-Source Software & Repositories

Open-source contributions supporting transparency, reproducibility, and collaborative research.

PeachBot Bioinformatics Toolkit
MIT License · 2024

Datasets & Reproducibility

Selected datasets and reproducibility resources are shared where permitted under ethical, institutional, and regulatory frameworks.

For dataset access requests or research collaboration inquiries: [email protected]