Public AI product
Co-founded and shipped MetaSculpt AI, including crawl analysis, prompt and citation tracking, recurring reports, schema generation, and validation.
Résumé
Krystian Flores
Senior product engineer building AI-enabled web products; a technical lead who stays close to the code.
Senior product engineer and hands-on technical lead with 10+ years shipping production web systems. Leads frontend delivery across University of Arizona admissions and Drupal platforms, builds internal AI-assisted workflows, and co-founded MetaSculpt AI.
Selected evidence
Governed AI workflow
Designed and built an internal logo-review workflow with deterministic checks, retrieved policy guidance, structured outputs, and human escalation.
Frontend platforms
Built admissions, recruitment, and Drupal platform work with reusable components, responsive interfaces, accessible markup, and editor-managed content.
Experience
University of Arizona
Senior Web Developer (frontend technical lead)
- Lead development across admissions and enrollment sites, Drupal platform work, and internal AI-assisted brand and content workflows.
- Built React and Gatsby frontends backed by Drupal JSON:API and GraphQL, mapping editor-managed content to reusable, responsive components.
- Review code, debug production issues, document component and CMS patterns, and mentor junior developers while translating stakeholder requirements into implementation decisions.
MetaSculpt AI
Co-Founder (technical lead)
- Co-founded and shipped a public AI visibility and schema automation platform for structured metadata, search visibility, and AI-answer readiness.
- Owned AI workflow design, crawler logic, prompt tracking, recurring report logic, documentation, and code review with a co-founder.
- Built workflows for crawl analysis, schema generation and validation, competitor and citation tracking, experiment tracking, and weekly insight reports.
Automatit, Inc.
UX/UI Developer
- Built custom client websites using CodeIgniter, PHP, HTML, CSS, JavaScript, and Bootstrap.
- Often delivered up to four responsive, client-specific sites in a week.
- Onboarded and mentored new hires in the agency's high-volume delivery workflow.
Selected projects
Public Work · Shipped
MetaSculpt AI
Co-founded and shipped a public product combining prompt tracking, citation capture, crawl analysis, weekly reports, and Schema JSON generation and validation.Internal Systems · Shipped internally
Logo Proposal Validation Agent
Designed and shipped an internal logo-review workflow combining deterministic policy checks, retrieved guidance, structured output, and human review.Internal Systems · Shipped internally
Content Writing Agent
Designed and shipped an internal AI writing workflow with channel-specific briefs, approved research sources, writing guidance, saved examples, and human review.Public Work · Shipped
Arizona Admissions Site Redesign
Owned frontend development for a public admissions redesign, stabilizing its Gatsby and Drupal implementation after a technical-lead transition.Public Work · Shipped
Recruitment-Focused Landing Pages
Owned routing, components, frontend implementation, and deployment for audience-specific recruitment sites, often built in Next.js.Internal Systems · Active
University Drupal Platform and CMS Framework
Builds and maintains Drupal components, templates, modules, content models, and editor workflows for long-lived public university sites.Technical Skills
AI product work
OpenAI API · Gemini API · RAG · Embeddings · Prompt and workflow design · Structured outputs · LLM classification · Policy retrieval · Human-in-the-loop review · Schema generation
Production frontend and CMS
TypeScript · React · Next.js · Gatsby · JavaScript · Semantic HTML · CSS · Component systems · Responsive interfaces · Accessibility · Performance · Drupal · PHP · JSON:API · GraphQL · CMS content modeling
Backend and data projects
Python · FastAPI · Postgres · pgvector · REST APIs · JSON Schema · Pandas · MLX · Model evaluation · Docker
Hands-on technical leadership
Stakeholder translation · Product scoping · Feasibility spikes · PR review · Mentoring · Reusable patterns · Documentation · Architecture tradeoffs · CMS workflows · Git · Pantheon · Multidev · Composer · Lando · Production triage