Krystian Flores · Senior product engineer

Portfolio lens · AI product engineering

AI product workflows with review built in.

Across MetaSculpt and internal university tools, I have connected retrieval, deterministic checks, structured outputs, and human review to interfaces that make results and next steps clear.

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Selected work

Projects selected for this role

Each project is identified as public, internal, or prototype work.
  1. Shipped 2024 - 2025 Public Work

    MetaSculpt AI

    MetaSculpt interface showing an action brief, visibility chart, account navigation, and login surface
    Public MetaSculpt interface. I co-founded the product and owned AI workflow design, crawler and reporting logic, documentation, and code review with a co-founder.

    Co-founded and shipped a public product combining prompt tracking, citation capture, crawl analysis, weekly reports, and Schema JSON generation and validation.

    Role: Co-Founder (technical lead)

    • Led product architecture, AI workflow design, frontend implementation, crawler and report logic, documentation, and code review in a two-person company.
    • Designed the Crawl → Generate → Validate → Fix flow and kept crawler and generator responsibilities separate.
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  2. Shipped internally 2024 - Present Internal Systems

    Logo Proposal Validation Agent

    ProposalPolicy checksRetrieved guidanceHuman decision
    ApproveDenyClarifyEscalate
    Internal logo-review workflow I designed. Deterministic checks and retrieved policy context support the reviewer; ambiguous cases stay in human review.

    Designed and shipped an internal logo-review workflow combining deterministic policy checks, retrieved guidance, structured output, and human review.

    Role: Senior Web Developer (AI product architecture and technical lead)

    • Owned project inception, architecture, development, publishing, documentation, and stakeholder coordination.
    • Routed clear cases through approve or deny paths and unclear cases through clarification or escalation.
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  3. Prototype 2024 - Present Internal Systems

    Brand Guidance Chatbot

    QuestionApproved brand sourcesAnswer with boundariesEscalate when uncertain
    Prototype retrieval path I designed for internal brand guidance, with source updates, sensitive-information boundaries, and escalation.

    Built an internal brand-guidance prototype with source updates, sensitive-information guardrails, and escalation for out-of-scope questions.

    Role: Senior Web Developer (AI workflow prototyping)

    • Owned the project from inception through prototype and internal user testing.
    • Built a source update and rebuild path for changes to the MarCom site.
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Full career history and technical skills live in one canonical résumé.

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