Work that demonstrates how we think and build.

Operational teams relied on disconnected spreadsheets and multiple tools, leading to scheduling drift and duplicate record entry.

Engineered a low-latency dashboard with role-based access, unified query feeds, and automated conflict resolution.

Demonstrated unified queue visibility and eliminated duplicate manual transcript re-entry in operational testing.

Invoices and delivery manifests took hours of manual transcript entry with recurrent typing discrepancies.

Constructed an automated ingest listener with structured payload extraction, fuzzy key matching, and exception queues.

Transformed multi-step manual data entry into an auditable human-in-the-loop review workflow.

General-purpose LLMs frequently produce hallucinations and uncited inferences during technical research.

Developed an iterative hypothesis tree evaluator that checks claims against retrieved scholarly corpora with provenance bounds.

Demonstrated verifiable citation bounds and evidence tracing against a sample test corpus of technical specifications.