Erick Shepherd

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Skill

Prompt engineering

Related work and learning, in one place.

Projects

  • LLM Guidance Routing and Evaluation

    Project

    I developed a deterministic Python router for prompt guidance with AI-assisted implementation. It resolves dependencies and context budgets; controlled comparisons tested whether structured revision improved results over the baseline.

  • HackGPT — An AI Red-Teaming Experiment

    Project

    I built a private GPT-4 red-teaming experiment in which one model prompted another to generate malware from supplied samples. John Rodriguez credited my contribution in his SANS HackFest 2023 talk.

  • Career knowledge and document workflows

    Structured career files and primary-source documents support task-directed retrieval and evidence-grounded document generation. The workflow uses file and keyword retrieval rather than a vector database.

Courses & credentials