Projects
A selection of research contributions and technology initiatives connecting investigation, design, implementation, and organizational value.
Selected work
These summaries describe past contributions and research outputs—not offerings from a current company.
Systematic review of research into agricultural IoT cybersecurity and privacy, synthesizing a screened literature corpus and analyzing recurring security and governance gaps.
Documentation-based analysis of 25 commercial smart farming product ecosystems using a 52-item assessment instrument and structured security and privacy indices.
A proposed governance framework addressing connected agriculture, data ownership and consent, monitoring, accountability, and incident response.
Cross-functional reporting initiative supporting sales and distributor visibility across 16 regions and approximately 40 distributors.
Modernization of sales reporting, inventory and field data workflows across four districts and one metropolitan area using mobile and database-supported systems.
Collaborative U-Net-based image-segmentation work on bat-wing photographs supporting research into individual wildlife recognition.
Approach
Define technical, operational, governance, and human factors around the challenge.
Gather evidence, analyze data, test assumptions, and develop defensible insights.
Translate findings into recommendations, systems, tools, or improvements that can be evaluated.