Projects

Case studies from real work. Each project follows the same format: Problem, Constraints, Approach, Results, Artifacts.

AI Architecture DevOps Insurance LLM QA
AI Insurance QA

ClaimEval

QA copilot that helps claims leaders review more files with higher consistency

Outcome: Faster QA cycles, clearer audit trail

AI DevOps LLM

Prompt Management Playbook

Versioned, testable, reviewable prompts as code

Outcome: Zero mystery breakages when prompts change

AI Architecture LLM

Agentic Context Builder

Turning messy inputs into reliable LLM work units

Outcome: Debuggable, composable agent workflows