Operations leader with 15+ years across military operations, state emergency management, regulatory compliance, and enterprise technology. Focused on AI integration, context engineering, and AI governance. US Army combat veteran. Bilingual English / Spanish.
I published an AI-powered iOS app to the Apple App Store using Google's Gemini API and AI-assisted development. I launched La Portada PR, a bilingual news aggregation site for Puerto Rico, from concept to production. I set up automated end-to-end test suites with Microsoft Playwright against a production website. And I designed a context engineering system for AI-driven content production: voice architecture, hook taxonomy, ethical guardrails, and a multi-tool AI pipeline. That system achieved double the industry average engagement rate from a cold start.
My background in regulatory compliance (NEPA, ESA, CWA, NHPA), QA/QC program development, and multi-stakeholder coordination maps directly to the AI governance and integration challenges organizations face today. Currently deepening Python, agent architectures (LangChain/LangGraph), and AI evaluation methodologies.
Designed a context engineering system for AI-driven short-form video production. Full informational architecture: voice design rules, 8 classified hook archetypes with structural formulas, anti-AI-detection constraints, time-coded script generation, TTS-ready voiceover blocks, ethical guardrails, and multi-tool AI pipeline integrating a custom GPT, ElevenLabs voice clone, and AI-generated music.
Results in first 15 days: 80,000+ views, 6,700+ likes, 8.4% engagement rate.
Minimalist weather app integrating Google Gemini Nano API for AI-generated weather recommendations. Privacy-first architecture with zero personal data collection. Developed using Flutter with AI-assisted development and shipped to the Apple App Store.
View on App Store →Bilingual English/Spanish news aggregation site for Puerto Rico. Auto-pulls live headlines from six major Puerto Rico news outlets via RSS. Categorized sections with color-coded topics, bilingual toggle, breaking news banner, editorial opinion ticker, and full brand identity system. Conceived, designed, and deployed using AI-assisted development.
Visit La Portada PR →Automated end-to-end test suite set up with Microsoft Playwright for a production website with a 20+ year active user base. Real-world QA automation against live systems with real users and real data.
View on GitHub →Python learning project scraping live auction house data from a production MMORPG site. Building with BeautifulSoup, nested data structures, functions, and file I/O. Learning by solving a real problem with real data.
Published an AI-powered iOS app using AI-assisted development. Launched a bilingual news aggregation site for Puerto Rico from concept to production. Set up QA automation suites with Playwright. Designed context engineering systems with measurable results. Currently studying agent architectures (LangChain/LangGraph) and deepening Python fundamentals.
Managed $21M FEMA work order and 21-person cross-functional team. Built program from scratch: project charter through QA/QC plan. Compliance across 1,200+ disaster recovery projects under NEPA, ESA, CWA, CAA, and NHPA.
Forward-deployed technology specialist. Implemented Oracle Aconex for a major electric utility. 500+ licenses, 200+ employees trained. Microsoft 365 Global Administrator: Azure AD, Defender, Active Directory, 100+ servers.
Programming instruction (Swift, Flutter, HTML, Python, robotics), IT systems administration, enterprise software deployment, and hardware management at UPR's distinguished laboratory high school. Faculty mentor for Computer Club. STEM instruction for 60+ public school teachers.
Progressive leadership across Recovery, Preparedness, and Operations under the Governor's office. 24/7 operations across all 67 Florida counties. Managed multimillion-dollar federal recovery programs. Operations Chief for Operation Haiti Relief.
15 years of service including combat deployment to Iraq (2003 to 2004) with the 3rd Battalion, 124th Infantry Brigade in support of 1st Marine Expeditionary Forces. Hurricane Katrina relief operations. MOS progression from Infantry NCO to Heavy Equipment Operator to Public Affairs Specialist. Character of service: Honorable.
International archival research across eight countries. Golden Key International Honour Society.
Currently seeking roles in AI Integration, Context Engineering, AI Governance, QA Automation, and AI Evaluation. Remote from San Juan, PR. Available for travel.