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Isaac24Karat/README.md

πŸ‘‹ Hi, I'm Isaac

πŸš€ AI Systems Architect | Automation Specialist | Business-First Thinker

I design and implement smart AI and automation systems that solve real-world operational challenges β€” connecting data, people, and processes to scale business impact.

My work bridges AI, business systems, and data integrity, helping organizations grow faster and operate with clarity.


πŸ”§ Specializing In

β€’ AI + Low-Code Automation (n8n, Flowise, Make)
β€’ CRM & RevOps Data Pipelines (HubSpot, Airtable)
β€’ AI Governance + Validation (JSON Schema, RAG frameworks)
β€’ KPI-Driven Workflow Architecture (forecasting, attribution, data hygiene)


πŸ’‘ Currently Focused On

β†’ Building GTM automation systems for data-driven companies
β†’ Designing operational AI architecture with human-in-the-loop principles
β†’ Creating self-healing data pipelines and transparency dashboards


πŸ›οΈ Project Delivery Philosophy

For major client projects, I set up dedicated GitHub repositories to manage AI workflows, automation assets, and agent architectures.
This ensures transparency, scalability, and easy knowledge transfer β€” empowering clients to maintain and grow their systems independently.

🎯 Every automation I build is tied to measurable business KPIs β€” faster throughput, cleaner data, and lower manual effort.

Let's connect! πŸš€


πŸ›‘οΈ Note on Private Projects

Many of my real-world AI deployments are client-specific and under NDA, so most heavy activity is managed in private repositories.
Each project follows the same architecture principles, KPI-driven implementation, and business-first AI strategy you’ll see in my public repos.

The public projects here reflect the same engineering discipline and delivery philosophy I apply in real client environments.

Pinned Loading

  1. crux-gtm-ai-systems-starter crux-gtm-ai-systems-starter Public

    Month-1 slice: Intake β†’ Validation β†’ Routing β†’ ROI/Health

  2. agentic-rag-system agentic-rag-system Public

    Advanced multi-agent system that breaks questions into parts, searches multiple sources, and ensures accurate answers through agentic reasoning.

  3. ai-booking-optimization-system ai-booking-optimization-system Public

    Smart AI system for booking flow optimization, customer service automation, and intelligent human handoff in travel services.

  4. local-agentic-reasoning-system local-agentic-reasoning-system Public

    Local-first multi-agent RAG system for breaking down, researching, and validating complex user queries.

  5. perfect-prompts-n8n perfect-prompts-n8n Public

    Multi-agent AI workflow using LangChain, n8n, and OpenRouter to transform user inputs into optimized, high-quality prompts.

    4

  6. flight-delay-notification-bot flight-delay-notification-bot Public

    Real-time flight monitoring and delay notification workflow built with n8n.

    1