Applied AI Systems
Designing inspectable decision systems where algorithms, data, interfaces, and evaluation work as one product.
Trace the evidence →Role-specific portfolio
AI systems designed for inspection, evaluation, and use.
Applied modeling, enrichment, and decision-support work where reproducibility and system behavior matter as much as the interface.
Capabilities
What the evidence supports.
Modeling & Simulation
Building reproducible experiments that expose assumptions, state, and contextual tradeoffs.
Trace the evidence →Selected case studies
The systems behind the evidence.
Real interfaces and implemented systems, with the engineering decisions documented inside each case study.
Optio.News
Optio.News turns 94 RSS sources into a fast, image-forward editorial experience with parallel crawling, image enrichment, adaptive cards, and burst-based trend detection.
pythonflaskpostgresqljavascriptrss
Prisoner’s Dilemma: Algorithmic Modeling & Simulation Research Study
An interactive Python and Dash simulation for testing 40 decision strategies through reproducible tournaments, live analytics, head-to-head comparisons, and human play.
algorithm-designdashdata-visualizationexperimental-designgame-theory
Architecture & communication
Supporting artifacts.
Discuss the work