Carlos Montiel

Carlos Montiel Senior AI / ML Engineer • Software Architect • Full-Stack Specialist [email protected] | +502 5930 7820 | LinkedIn | github.com/OGjoyce | Stack Overflow | Guatemala (open to remote US/Canada) PROFESSIONAL SUMMARY Results-driven Senior AI/ML Engineer and Software Architect with 10+ years of experience designing production-grade AI pipelines, intelligent agents, and scalable web platforms. Deep hands-on expertise across the full AI stack: LLM orchestration (OpenAI, AWS Bedrock, Vertex AI), RAG architectures, MCP Server/Client design, and classical ML (CNNs, regression, classification). Proven ability to lead cross-functional teams and deliver end-to-end solutions — from model selection to polished user interfaces. CORE TECHNICAL SKILLS AI / ML & LLM OpenAI API, AWS Bedrock (AgentCore), Vertex AI, Llama Index, FastMCP, RAG pipelines, vector databases, MCP Server/Client, CNN, regression & classification models Frontend React (Hooks, Context, Redux Toolkit, React Query), Three.js / React Three Fiber, ECharts, Chart.js, D3.js, TypeScript / ES6+ Backend & APIs Node.js, Express, Python (Flask, pandas, NumPy), PHP / Laravel (Sanctum, Eloquent), REST, GraphQL, WebSockets Cloud & DevOps AWS, GCP, Docker, Kubernetes, Terraform, GitHub Actions / GitLab CI, CI/CD Blockchain ERC-20 / ERC-721 tokens, Solana, on-chain transaction monitoring, Bitcoin Styling & Tools Tailwind CSS, Bootstrap 5, SASS/SCSS, styled-components, Power BI, Moodle LMS PROFESSIONAL EXPERIENCE AI Engineer Moder | Remote — United States July 2025 – March 2026 • Design and deploy production AI pipelines on AWS Bedrock AgentCore, orchestrating multi-agent workflows and managing all supporting cloud infrastructure. • Architect and maintain LLM orchestration layers across multiple AI models, reducing average pipeline latency by standardising agent communication protocols. • Evaluate and integrate emerging AI technologies, translating research prototypes into reliable, monitored production services.