BeginnerWhat You Will Master: Key Course Outcomes
By the end of this 12-week intensive program, you won’t just understand AI and automation theory—you will possess the job-ready technical skills to build, deploy, and monetize production-grade AI systems.
1. Enterprise Automation Engineering
- Master Visual Automation: Architect, debug, and scale enterprise workflows using Make.com and Zapier to eliminate manual business tasks.
- Advanced n8n Workflow Design: Deploy, manage, and scale self-hosted n8n instances via Docker and VPS. Integrate complex REST APIs, JSON data transformations, webhooks, and OAuth2 security.
2. Applied AI & LLM Integration
- Production-Grade LLM Implementation: Programmatically integrate OpenAI, Gemini, and Claude APIs using advanced prompt engineering, system instructions, and structured outputs.
- Vector Memory & RAG Architectures: Build custom Knowledge Systems using Retrieval-Augmented Generation (RAG) and vector databases to eliminate model hallucinations and ground AI in proprietary business data.
3. Autonomous AI Agents & Voice Engineering
- Multi-Agent Systems: Build autonomous AI agents with long-term memory, custom tool calling capabilities, and Model Context Protocol (MCP) execution.
- Omnichannel AI Assistants: Deploy automated, voice, and text-based AI agents across WhatsApp Business API, Vapi, Retell, Chatbase, and Botpress.
4. Web Scraping & Full-Stack AI Products
- Automated Data Extraction: Extract, process, and structure dynamic web data using Firecrawl, Apify, and native social APIs (Meta Graph, LinkedIn, X, YouTube).
- Full-Stack AI SaaS Development: Rapidly prototype and launch market-ready AI micro-SaaS applications combining Lovable (frontend), Supabase (database), and n8n (backend).
5. Client Delivery & Career Execution
- Monetizable Tech Stack Mastery: Audit business inefficiencies, select optimal software architectures, and package custom AI automations for high-ticket client delivery.
- Portfolio & Career Launch: Build a production-ready portfolio showcasing real-world capstone projects, enabling you to launch an AI agency, freelance, or land high-paying AI engineering roles.
Why Employers & Clients Hire Our Graduates
Traditional developers know code, but lack automation speed. Traditional marketers know tools, but lack technical depth. This program turns you into a Full-Stack AI & Automation Engineer—the single most demanded technical role in today’s market.
Technology Stack
- Automation Platforms: Make.com · n8n · Zapier
- AI & LLMs: OpenAI · Gemini · Claude · LLM APIs · Prompt Engineering · Structured Outputs
- AI Engineering: RAG · Vector Stores · AI Agents · Multi-Agent Systems · Tool Calling · Memory · MCP
- Business Automation: Google Workspace · Airtable · CRM · HTTP APIs · Webhooks
- Data & Integration: REST APIs · JSON · Postman · OAuth2 · Apify · Firecrawl
- AI Assistants & Channels: Chatbase · Botpress · WhatsApp Business Cloud API · Vapi · Retell
- AI Product Development: Lovable · Supabase
- Social Automation: Meta Graph API · LinkedIn · X · YouTube
- Deployment: Docker · VPS · n8n Self-Hosting
Program Philosophy
Understand AI → Understand Automation → Master Make.com → Understand Zapier → Master n8n → Build AI Workflows → Build RAG Systems → Build AI Agents → Build Multi-Agent Systems → Automate Business Channels → Build AI Products → Deliver Client Projects → Launch Your Career
Platform Positioning
- Make.com: Primary visual automation foundation
- n8n: Advanced AI automation & agent engineering platform
- Zapier: Market awareness & platform comparison
- AI APIs & RAG/Agents: Core intelligence & advanced capabilities
- Lovable + n8n: AI product development
Goal: Analyze business problems, select optimal architectures, engineer end-to-end automations, integrate AI, deploy securely, and deliver client-ready solutions.
Graduation Portfolio
By completing the program, students will have built and practiced across multiple real-world business domains.
Core Portfolio Projects
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AI Email Triage & Auto-Draft System Productivity · n8n + LLM
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Automated Invoice / Document Processor Finance & Operations · n8n + OCR + AI
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Lead-Generation Scraper & Outreach Machine Sales & Agency Services · n8n + Apify/Firecrawl + AI
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Lead-to-CRM Pipeline Sales · n8n + Airtable/HubSpot
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Website Support Chatbot Customer Service · n8n + RAG + AI Agent
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Multi-Agent Content Engine Marketing · n8n Multi-Agent System
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Social-Media Automation Engine Social Media Marketing · n8n + Social APIs + AI Media Generation
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WhatsApp Business Assistant Local Business · WhatsApp Business Cloud API + n8n
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AI Voice Booking Agent Reception / Sales · Vapi/Retell
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AI Product MVP SaaS / Startup · Lovable + n8n
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Individual Capstone Project Student's chosen business domain, presented at Demo Day.
Learning Progression
Stage 1 — Understand
- AI → LLMs → Prompting → APIs → Webhooks → JSON
Stage 2 — Automate
- Make.com → Visual Workflows → Integrations → APIs → AI Automation
Stage 3 — Expand
- Zapier → Platform Comparison → Automation Architecture
Stage 4 — Engineer
- n8n → APIs → Data → Logic → Business Automation
Stage 5 — Add Intelligence
- AI APIs → RAG → Vector Stores → AI Agents → Tool Calling → Memory
Stage 6 — Build Advanced Systems
- Multi-Agent → Chatbots → WhatsApp → Voice Agents → Social Automation
Stage 7 — Productize
- Lovable → Supabase → n8n Backend → AI Product
Stage 8 — Monetize
- Client Discovery → Scoping → Proposals → Pricing → Freelancing → Agency → Portfolio
