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My Work

A selection of my recent projects and case studies.

Healthcare Event Logging for MCP

AI agents in healthcare increasingly rely on contextual memory from MCP servers to summarize records, make recommendations, or drive decisions. But this introduces risk: Unchecked exposure of PHI/PII Unbounded token consumption in LLMs No visibility into what context was used and why HELMCP provides a policy-driven middleware layer that brings governance, transparency, and control over every request to an MCP server.

HealthcareMCP ServerPHI/PII GovernanceAI GovernanceCompliance

Parrot - Lightweight Mock Service

A lightweight Spring Boot based mock service for quickly setting up REST API endpoints with templated responses. Ideal for testing and development environments.

JavaSpring BootREST APITestingMocking

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