Architecting AI-native solutions, serverless architectures, and autonomous agentic systems for global clients.

• Engineered RAG pipelines and Agentic RAG Interfaces using Cloudflare Workers and AI-native workflows, improving LLM accuracy and reducing response latency.
• Implemented Infrastructure as Code (Terraform) and Serverless deployments on Cloudflare and AWS, leveraging AI Copilots (Cursor, Claude Code) for rapid prototyping and validation.
• Developed and deployed meli.run: Athlete Profile & Blog Platform using React/Next.js, Decap CMS, and GitHub Actions, optimized for AI-engine discoverability.
• Mastered MCP (Model-Controlled Programming) workflows to co-author complex infrastructure decisions and automation scripts with LLMs.

Architecting AI-native solutions and autonomous agentic systems for clients and startups.

• Engineered RAG pipelines and Agentic RAG Interfaces for Paftesting/Velir CMS-migration consultancy, improving LLM response accuracy and reducing hallucination rates through ground-truth evaluation frameworks.
• Conducted LLM Hallucination Audits for client AI integrations, establishing structured evaluation protocols and flagging schema gaps impacting answer-engine trustworthiness.
• Implemented Schema.org structured data and JSON-LD markup across multiple client properties, optimizing entity authority and brand discoverability for Generative Engines (AEO/GEO).
• Architected meli.run: Athlete Profile & Blog Platform using React/Next.js, Decap CMS, and GitHub Actions CI/CD with structured data for AI-engine indexability.

Delivered high-performance full-stack solutions and scalable infrastructure for top-tier global media brands, bridging the gap between frontend excellence and backend robustness.

• bleacherreport.com – Spearheaded full-stack engineering and CI/CD architecture for a 50M+ MAU sports platform, optimizing frontend delivery and deployment workflows.
• nypost.com (AdTech) – Engineered specialized bid-optimization libraries and real-time bidding services on AWS, utilizing Node.js and cloud-native microservices to boost ad-tracking accuracy and revenue capture.
• la.sonychannel.com – Led the architectural migration of legacy Drupal systems to a modern, decoupled full-stack architecture with Schema.org entity optimization.
• Enterprise Integration – Orchestrated complex full-stack deployments including SSO/Identity platforms (LoginRadius) and serverless backend logic (AWS Lambda) for high-traffic utilities like nspower.ca.

Delivered full-stack Drupal platforms for government, health, and NGO clients with emphasis on structured data and AI-engine-friendly architecture.

• wsscwater.com – Architected and launched a responsive Drupal platform serving 1M+ users with complex data migration; implemented Schema.org markup improving knowledge-graph entity coverage.
• lmi.org – Refactored tightly coupled frontend into a decoupled, maintainable architecture, improving page performance and data crawlability for AI engines.
• hfsa.org – Engineered events content system with JSON-LD structured data, improving event entity discoverability in answer engines.
• inee.org – Orchestrated multilingual content search via Apache Solr, enabling structured content retrieval across 5 languages.

Architected and led enterprise platforms for US and LATAM clients, pioneering Knowledge Graph and entity optimization strategies alongside agentic editorial workflows.

• Engineered Agentic RAG Interfaces for content-discovery workflows, integrating AI-assisted editorial pipelines that reduced content production time by 25%.
• Implemented Schema.org optimization initiatives across 15+ client properties, establishing entity authority frameworks that improved generative engine citation rates.
• usfq.edu.ec – Orchestrated Digital Marketing web development team; redesigned institutional platform in Drupal with high-availability infrastructure and Schema.org entity graphs for institutional authority.
• help.blackboard.com – Architected scalable Drupal migration with a semi-autonomous multilingual translation workflow, optimizing structured content for AI-engine indexability across 10+ languages.