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ivan-kyu/README.md

Core Skills

  • 🤖 AI & LLMs: OpenAI (GPT-4, GPT-5), Claude, LangChain, LangGraph, LLMs, Local LLMs, RAG, Prompt Engineering, AI Agents, Agentic AI Development
  • 🎙️ Voice AI: Vapi.ai, TTS, Whisper, AI Voice Agents
  • Automation: n8n, Make.com, Zapier, AI Workflow Automation, custom webhooks
  • 👨‍💻 Backend: Node.js, NestJS, FastAPI, TypeScript, Python, REST APIs, SSE
  • 🔭 Frontend: Next.js, React, Tailwind CSS
  • 🗄️ Database: Supabase (PostgreSQL), MongoDB, SQL Server, Chroma, Redis
  • ☁️ Infra: Vercel, Docker, Google Cloud, Azure API Management, Azure Key Vault, CI/CD
  • 🔧 CRM & Tools: GoHighLevel (GHL), HubSpot

Featured Projects

A full-stack RAG (Retrieval-Augmented Generation) learning project built with the modern Python AI stack. Upload documents, ask questions, and watch the entire pipeline execute live - with technique toggles to compare retrieval strategies.

Layer Stack
Frontend Next.js 16 + Tailwind + shadcn/ui - Vercel
Backend FastAPI + LangChain + LangGraph - Fly.io / Railway
Storage PostgreSQL + Chroma (vectors) + Redis

Pipeline: query -> [classify] -> [retrieve: naive | hybrid | multi-query | HyDE] -> [rerank] -> [generate + citations] -> SSE stream -> UI

Pinned Loading

  1. rag-poc-v2 rag-poc-v2 Public

    TypeScript

  2. rag-poc rag-poc Public

    TypeScript