Full Stack Developer

John Edward Lerguna

Full Stack developer specializing in modern web and desktop development.

Mentor

Biography

Hands-on with LLM API integration, prompt engineering, and human-in-the-loop review of AI-generated code, tests, and documentation, holding every generated artifact to the same code review and quality standards as hand-written work. Authors technical design documents, requirements and analysis documents, ADRs, API references, and runbooks for developers, QA, product, operations, and compliance audiences.

Expertise

Full-Stack Web DevelopmentDesktop DevelopmentLLM API IntegrationPrompt EngineeringHuman-in-the-Loop AI ReviewTechnical Design DocumentsADRs & API DocumentationRunbooks & Requirements Analysis

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