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Paul-Orlando/README.md

Paul Orlando

Creative Technologist & AI Agent Developer

I design and build production-grade AI agent systems — from single-agent RAG pipelines to multi-agent orchestration frameworks. My work spans agentic workflow design, retrieval-augmented generation, prompt engineering, full-stack AI applications, and enterprise AI architecture.

Based in US & EU/Ireland.

🌐 paulforlando.com  |  💼 LinkedIn  |  📧 Available for freelance & consulting

What I Build

Single Agents → Multi-Agent Systems → Enterprise Orchestration Pipelines → Full-Stack AI Applications

I focus on agents that are production-ready — properly configured, defensively prompted, and designed to fail gracefully. Not just demos.

Agent Portfolio

Agent Pattern Stack Demo
AI Agent Team Supervisor App Supervisor Pattern OpenAI Agents SDK · Next.js · FastAPI · ChromaDB 🔗 Live
Data Analysis Agent App Interactive Data Agent Claude Code · Next.js · FastAPI · OpenAI · Recharts 🔗 Live
Deep Research Agent App Full-Stack Research App Claude Code · Next.js · OpenRouter · Exa AI · TypeScript 🔗 Live
AI Document Generator LLM Chain + Quality Gate n8n · OpenRouter · GPT-4.1 · LangChain —
AI Agent Team — Supervisor Pattern Supervisor Orchestration Flowise AgentFlows V2/V3 · GPT-4o · LangChain —
AI Food Chatbot Agent Agentic RAG + Tool Routing Flowise · GPT-4o · Postgres · OpenAI Moderation —
AI Multi-Agent Content Pipeline Sequential Multi-Agent Flowise · GPT-4o · FAISS · RAG —
AI Web Research Agent RAG + Web Scraping Flowise · GPT-4o-mini · FAISS · Cheerio —
AI Research Assistant RAG Lightweight RAG Python · OpenAI · NumPy · Scikit-learn —
Data Analysis Agent Custom GPT GPT-4 · Python · Pandas · Scikit-learn —

Core Skills

Agent Design — tool routing, prompt engineering, multi-agent orchestration, supervisor patterns, retrieval-augmented generation, hallucination detection, moderation, memory, full-stack AI applications

Stack — Flowise · LangChain · OpenAI API · Python · FastAPI · Next.js · TypeScript · OpenRouter · Exa · Postgres · FAISS · Neon · Supabase · Claude Code · Railway · Vercel

Disciplines — 3D Visualization · Generative AI · Data Analytics

Approach

Every agent in this portfolio is built with the same standard:

  • Explicit, rule-based system prompts — no vague instructions
  • Tool descriptions written as policies, not labels
  • Temperature tuned to the use case — not left at default
  • Failure modes addressed — iteration caps, moderation, fallbacks
  • Production considerations documented — memory, security, deployment

Open to collaboration on agent design, AI workflow architecture, and creative technology projects.

Pinned Loading

  1. data-analysis-agent-app data-analysis-agent-app Public

    A full-stack interactive data analysis agent built with Next.js, FastAPI, and OpenAI — upload any dataset and chat with your data

    TypeScript

  2. deep-research-agent-app deep-research-agent-app Public

    A deep research agent built with Claude Code — generates targeted sub-queries, searches 30+ live sources via Exa, and synthesizes structured markdown reports in real time. Powered by Next.js, OpenR…

    TypeScript

  3. ai-agent-team-supervisor-pattern ai-agent-team-supervisor-pattern Public

    Enterprise-grade multi-agent AI orchestration framework featuring supervisor-driven workflows, reviewer governance, structured execution state, and autonomous software delivery patterns.

  4. ai-food-chatbot-agent ai-food-chatbot-agent Public

    Production-ready food ordering chatbot built in Flowise using Agentic RAG, multi-tool routing, OpenAI Moderation, and Postgres memory

  5. ai-n8n-document-generator ai-n8n-document-generator Public

    A multi-stage n8n document generation pipeline with automated quality control, PASS/FAIL routing, and three-phase LLM chain processing using OpenRouter and GPT-4.1

  6. ai-multi-agent-content-pipeline ai-multi-agent-content-pipeline Public

    Flowise-based multi-agent AI orchestration system using RAG, OpenAI embeddings, FAISS vector search, and sequential agent workflows for retrieval-grounded content generation and enterprise AI pipel…