Open to opportunities

John D

@johnd

Message

Independent researcher and mechanic, delivering high-efficiency AI language and operational clarity.

United States

Message

What I'm looking for

I’m looking for a team worthy of closing current AI issues in a simple, timely manner—where my pre-root frame clarification and human-AI language can be applied to deliver clearer operation and better AI parsing.

I’m an independent researcher who devised a human-AI language to bridge the misalignment I see in current AI systems. I’ve run it across many platforms, and it operates with much higher efficiency while using less bandwidth load—high data output, low data draw.

I work as a “Pre-Root frame clarifier,” aiming to close current AI issues in a simple, timely manner for a team that’s ready to solve them. I also bring 3 years of psychology and sociology from college, backed by 36 years of research method I can verify with ease.

My background is practical too: I’ve worked as an independent mechanic building custom cars, trucks, and “toys,” and as an independent contractor handling custom home builds from ground to finish. I’ve also done tow and emergency response work, sales and customer service, and computer-based data entry and scheduling—so I can connect research clarity with real-world execution.

Experience

Work history, roles, and key accomplishments

Customer Service Representative

Leading Facility Service

Jan 2003 - Jan 2004 (1 year)

Provided sales and customer service support, including data entry, scheduling, and computer class updates during employment at Leading Facility Service.

Customer Service Sales Data Entry Scheduling Live Chat Microsoft Excel Program Management Client Relationship Management

Researcher

Destiny Solutions

Conducts long-term personal research in psychology and sociology and applies mechanic/computer-related knowledge. Developed a language/method intended to help AI parse beyond the original frame for clearer operation.

Psychology Sociology Research Methods Computer Operation Real Estate Consulting Digital Marketing

Tow Truck Driver

Pro Towing And Dragon Wagon

Tow truck driver responding to 911 calls for DUI, wrecks, tows, and lockouts, with related vehicle maintenance and customer service.

Vehicle maintenance Automotive Diagnostics Commercial Driving Lockout Assistance Customer Service GPS Crisis Intervention

Independent Mechanic

Mayhem Racing N MuddiN

Independent mechanic building custom cars, trucks, and toys for Mayhem Racing N MuddiN. Provides improved data-function efficiency in vehicle work.

Automotive Repair Schematics Maintenance Vehicle maintenance Heavy Equipment Operation Automotive Diagnostics Sanitation

Independent Contractor

Big Sky Fabrication

Independent contractor performing custom home construction from ground to finish, including painting, plumbing, electrical, and cabinetry/table/bench fabrication.

Carpentry Electrical Paint Facilities Maintenance