Martin Poli

@valhallasoft

Senior RAG and AI Search Engineer for Backend at Scale

Uruguay

English, Spanish

About me

Senior Platform Engineer with 10+ years building production systems at scale. Currently leading platform infra and AI search for Argentina's largest retail chain (200+ stores, 1M+ users/day), replacing Google Search API with RAG-based semantic search across 50K+ products. What I do best: - RAG, embeddings, OpenAI/Anthropic/Bedrock - Vector DBs: Pinecone, Weaviate, Qdrant, pgvector - Backend at scale: Python, Go, Node.js, PHP 8 - AWS EKS, Karpenter, Terraform, multi-account IaC Have a search problem or an LLM pipeline that won't ship? Send me your stack.... Read more

Skills