Philosophy & Approach
With over a decade of experience organizing complex information systems, my work is driven by a "Truth vs. Language" architecture.
I believe in moving core decision-making and data handling into pure Python logic, utilizing local LLMs (like Llama 3.1 8B) strictly for formatting and extraction. This ensures complete data privacy, eliminates AI hallucinations, and provides maximum control without relying on expensive, brittle cloud automation tools.
Current Focus
Local AI Lead Intelligence System
A Python-based pipeline that acts as a structured researcher. It reads raw business data, scores opportunities mathematically, and generates evidence-based outreach—optimizing for decision quality over speed.
Learn MoreA growing collection of my recent Python-based tools, automation scripts, and local LLM workflows.
Private Offline ChatGPT Clone
A 100% private, fully local AI chatbot environment built with Ollama and Llama 3.1. Eliminate subscription costs and data privacy risks by running everything securely on your own hardware.
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One-Click AI Office Automation
A professional automation script designed to streamline your workflow. It enables an instant, single-click startup for your local AI office using Ollama and Open WebUI.
Learn MoreCourses & Tutorials
Practical video tutorials and courses focused on research, e-commerce, and data-driven strategies. Over the years, my tutorials have reached 70,000+ students and generated 13M+ views.
Master Squarespace Web Design
Build beautiful, responsive websites without writing a single line of code. Learn the platform inside out and discover how to launch a profitable, low-overhead web design business.
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Canva Design Masterclass
Create professional graphics in minutes without prior experience. Learn to design logos, social media assets, and marketing materials to grow a brand or start a freelance design career.
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Wix for Absolute Beginners
Launch a complete business or personal website in under 15 minutes. A focused tutorial on leveraging Wix templates and best web design practices with zero coding required.
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Write Your Way to Freedom
A step-by-step guide to building a thriving freelance writing career from scratch. Learn how to secure clients, manage contracts, and overcome writer's block without the guesswork.
View on UdemyFeatured System
Amazon AI Seller OS 2026
Control your Amazon business with a complete decision operating system — not isolated tools. Combines 30 interconnected offline HTML tools into one unified framework designed to prevent costly mistakes before complexity overwhelms control.
- Phase-Driven Structure: Covers the entire decision lifecycle (validation, launch, scale, defense).
- Interconnected Logic: Outputs from one tool inform the next, eliminating blind spots.
- Risk-Aware Design: Built around real constraints (fees, TACoS, storage, cash timing).
- Private & Offline: Runs entirely on your local device. No data sharing.
- Includes clean, agency-grade AI prompts for each tool and transition point.