Senior ML Engineer with 8+ years of production software engineering experience, currently specialized in building Retrieval-Augmented Generation (RAG) systems and LLM-powered applications at scale.
- π¬ Building production RAG systems with LangChain, Claude, and vector databases
- βοΈ Deploying ML solutions on AWS (Lambda, App Runner, Bedrock)
- π Strengthening my Data Science foundations through a Master's at CEUPE β classical ML, statistical modeling, and applied analytics
- π€ Speaking at meetups about AI, RAG, and software engineering
AI/ML: Python Β· LangChain Β· Claude Β· OpenAI Β· ChromaDB Β· Pinecone Β· RAGAs Β· Embeddings
Cloud & MLOps: AWS (Lambda, Glue, S3, RDS, DynamoDB) Β· Docker Β· GitHub Actions Β· CI/CD
Backend: Python (FastAPI) Β· Ruby on Rails Β· Node.js Β· GraphQL Β· PostgreSQL
Frontend: React Β· Next.js Β· TypeScript
- π§ AWS Certified AI Practitioner (2024)
- π§ AWS Certified Cloud Practitioner (2023)
π AWS Docs RAG Assistant β Production-grade RAG system for AWS documentation Q&A. Built with Claude Sonnet 4.6, LangChain, ChromaDB, FastAPI. Deployed on AWS with full CI/CD.
(More projects coming soon β AI Agent with tool use, LoRA fine-tuning experiments)
- πΌ LinkedIn
- π§ henrylofiego@gmail.com
- π Based in Venezuela Β· Open to remote roles globally
"The intersection of software engineering, AI, and real business impact is where I do my best work."




