RESEARCH / TECHNICAL INVESTIGATION
Questions worth investigating.
A record of research interests, technical experiments and analytical work. Items are identified by their actual status so readers can distinguish published work from ongoing exploration.
AI systems and retrieval architectures
Evaluating retrieval strategies for enterprise knowledge systems, including dense retrieval, hybrid search, threshold-based filtering, reranking and the relationship between retrieval quality and answer quality.
Model evaluation and comparative analysis
Comparing model capabilities, reasoning behavior, cost, latency and practical suitability for different enterprise workloads.
Distributed AI infrastructure
Exploring portable memory, distributed storage, model-independent interfaces, data ownership and resilient infrastructure for AI applications.
Published articles
My public technical writing includes analysis of AI model ecosystems, vector and graph database selection, event-driven AI agent architectures and AI-assisted security research.
Browse articles →This page describes research interests and technical investigations. It does not represent every listed topic as a peer-reviewed publication or accepted academic paper.