Topical Authority & Knowledge Taxonomy
Specialized domains grounded in execution.
Structured knowledge clusters linking academic research, production software architectures, and published technical monographs across my core disciplines.
Graph Neural Networks (GNNs)
Non-Euclidean deep learning architectures for topological modeling, ecological trophic interactions at OIST, inductive graph representation, and relational data structures.
SEO Automation & Intelligence
Programmatic SEO pipelines combining web scraping, SERP ranking signals, keyword clustering, and LLM text generation with deterministic validation to eliminate human content bottlenecks.
Artificial Intelligence & Multi-LLM Systems
Frontier generative architectures, multi-model orchestration (Gemini, Claude, DeepSeek), deterministic JSON guardrails, model distillation, and production AI system reliability.
Fintech & Financial Engineering
Loan Origination Systems (LOS), structural bank liquidity (NSFR vs LCR), holding company discounts, conglomerate corporate governance, and quantitative risk management.
Data Science & Business Intelligence
Statistical modeling, natural-language query translation over relational databases (Prompt-Based BI), feature engineering, exploratory data analysis, and decision intelligence.