James Kenneth Collin Auchterlonie
Engineer. Builder. Founder of MLNavigator — AI-driven compliance and workflow platform for aerospace and defense firms.
Who We Help
About
Engineer. Builder. Founder of MLNavigator — an AI-driven compliance and workflow platform for aerospace and defense firms. Your own offline data expert & engineering assistant — that truly learns.
Specializing in:
- AI systems that think beyond prompts (LoRA, MLX, multi-agent orchestration, new MPLoRA)
- Compliance-first innovation (CMMC, AS9100, defense-grade security)
Currently:
- Developing air-gapped, on-device AI for MROs (Maintenance, Repair & Overhaul)
- Driving MLNavigator toward DoD/SBIR opportunities and aerospace partnerships
- Building infrastructure that lets AI operate where regulation, precision, and uptime matter most
Background:
- 6+ years in engineering and operations
- 8+ years design, 5+ CAD (CATIA, AutoCAD)
- Expertise with Apple Silicon optimizations, adaptive AI tuning, and compliance frameworks
Areas of Expertise
Specialized skills and knowledge across technical, business, and industry domains
Technical
Deep expertise in AI/ML architecture, enterprise system design, and technical strategy development
Business
Leadership experience in business development, strategic partnerships, and technical team management
Industry
Specialized knowledge in regulatory compliance, defense industry requirements, and safety-critical systems
Key Achievements
Measurable impact and professional milestones
Notable Accomplishments
Design Engineering Expertise
8+ years in design engineering with 5+ years CAD experience (CATIA, AutoCAD)
Founded MLNavigator
Developing AI-driven compliance solutions for aerospace and defense
Defense Program Management
Led defense program management at Bombardier with focus on aerospace projects
Compliance Frameworks
Developed expertise in CMMC and AS9100 standards for regulated industries
Professional Experience
Chronological overview of professional journey and key milestones
Founder & Principal Engineer
Developing AI-driven compliance and workflow solutions for aerospace and defense industries. Focus on offline-capable, air-gapped AI systems with defense-grade security.
Senior Systems Engineer
Led technical development and compliance efforts for defense programs. Specialized in CAD integration, manufacturing process optimization, and regulatory compliance (CMMC, AS9100).
Design Engineer
Responsible for aircraft component design and CAD modeling using CATIA and AutoCAD. Collaborated with manufacturing teams to ensure design feasibility and production efficiency.
Junior Systems Engineer
Supported engineering projects in aircraft systems integration and testing. Gained experience in aerospace manufacturing processes and quality assurance protocols.
Production Coordinator
Managed AV system installations for commercial and government clients. Obtained AVIXA AV Technologist and Dante Level 2 certifications during this period.
Engineering Intern
Assisted in product design and process improvement projects. First exposure to CAD software and manufacturing workflows.
Education
Academic background and specialized training in engineering and design
Wichita State University
Focused on systems optimization, manufacturing processes, and engineering management. Relevant coursework included CAD/CAM, quality control, and production systems.
Butler County Community College
Foundational coursework in mathematics and statistical analysis. Developed strong analytical and problem-solving skills applicable to engineering and data-driven decision making.
Current Focus Areas
Building secure, compliant AI solutions for defense and aerospace with a focus on offline capabilities and regulatory compliance
Secure AI Development
Creating defense-grade AI systems that meet CMMC and AS9100 standards with air-gapped, offline capabilities
Compliance Automation
AI-driven workflow automation for regulatory compliance in highly regulated industries like aerospace and defense
Offline Intelligence
Developing on-device AI solutions that function without internet connectivity for secure, sensitive environments
Engineering Assistance
AI tools that learn from engineering workflows to provide contextual assistance and process optimization
Let's Connect
Interested in AI-driven compliance solutions, aerospace partnerships, or discussing MLNavigator opportunities?
Availability
11am-4pm Monday-Thursday, 2pm-6pm Friday-Saturday
Send a Message
I'll get back to you quickly regarding your inquiry.