Hello 🖐, I'm Taro Serigano — a Senior Agentic AI Full-Stack Developer with 13+ years of experience designing and shipping autonomous, agent-driven systems end to end. I build production-grade multi-agent AI applications on a battle-tested full-stack foundation.

My focus is agentic AI engineering — architecting multi-agent systems and LLM-driven workflows that reason, use tools, and automate real operational work. I work daily with LangChain, LangGraph, RAG pipelines, vector databases (Pinecone), MCP tool servers, model fine-tuning (QLoRA / PEFT), and multi-provider LLMs (OpenAI, Anthropic, Ollama) — wired for citations, streaming, and observability so the systems stay trustworthy in production.

That AI work rides on 13+ years of full-stack engineering: end-to-end products with React / Next.js, Node.js, Python, and Spring Boot, backed by scalable architectures, clean API design, and cloud-native deployment on AWS. I turn cutting-edge agentic patterns into shipped, reliable features — not demos.