Selected Work
The strongest work here is not defined by a particular stack. Each case shows the problem, constraints, architecture, implementation, technical decisions, evidence, and what changed after the system was tested.
4 projects · 4 featured
Featured
Ongoing
Building an Ontology-Backed Reporting Workflow Built a working Foundry/Vantage reporting workflow used or tested by roughly 10 people, replacing a fragmented email-and-copy-paste process with structured creation, review, selection, and onward reporting. View case study
Featured
Prototype
Building a Neutral Integration Bridge with Zenoh and ISA Took a teammate's integration concept and built a working Java proof of concept that moves normalized records through Eclipse Zenoh, translates them into ISA constructs, and packages the path with repeatable validation and diagnostics. View case study
Featured
Research
Knowledge-Augmented Visual Question Answering Built and evaluated a reproducible knowledge-augmented VQA pipeline across 5,046 validation examples. The KG branch did not improve baseline accuracy, but controlled experiments showed how gating reduced harm from unreliable external knowledge. View case study
Featured
Prototype
Reframing Student Administration as a Lifecycle Problem Discovery interviews overturned the original registrar-centered framing and exposed a broader lifecycle problem spanning arrivals, eligibility, holds, ownership, handoffs, and exceptions. The result is a revised prototype built around actionable work populations rather than disconnected dashboards. View case study