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Working With Rails :)
πŸ’Ž
Working With Rails :)

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henryglo/README.md

Hi, I'm Henry πŸ‘‹

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.


πŸš€ What I'm working on

  • πŸ”¬ Building production RAG systems with LangChain, Claude, and vector databases
  • ☁️ Deploying ML solutions on AWS (Lambda, App Runner, Bedrock)
  • πŸ“Š Strengthening my Data Science foundations through a Master's at CEUPE β€” classical ML, statistical modeling, and applied analytics
  • 🎀 Speaking at meetups about AI, RAG, and software engineering

πŸ› οΈ Tech I use most

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


πŸ† Certifications

  • 🟧 AWS Certified AI Practitioner (2024)
  • 🟧 AWS Certified Cloud Practitioner (2023)

πŸ“Œ Featured Projects

πŸ” 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)


🌐 Let's connect


"The intersection of software engineering, AI, and real business impact is where I do my best work."

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    Python