Hector

Senior AI / Full-Stack Cloud Engineer with 5+ years of experience building production-grade AI systems in healthcare, SaaS, and cloud platforms. Specialized in LLM engineering (LangChain, LlamaIndex, OpenAI, AWS Bedrock, GCP Vertex AI) and cloud infrastructure (AWS, Azure, Kubernetes, Terraform). Experienced in designing HIPAA-compliant AI systems, LLMOps pipelines, and scalable multi-cloud architectures with measurable impact, including up to 42% reduction in API latency.

Built backend services using Python and Node.js, integrating pgvector and Redis to improve candidate data search and retrieval relevance, reducing API latency by 36%. Developed async pipelines for high-volume candidate workflows. Maintained AWS EKS and Azure AKS multi-cloud infrastructure using Terraform and GitHub Actions CI/CD. Expanded test coverage with pytest and Cypress across critical services, improving reliability, maintainability, and data discoverability performance.