Internal Tools
Custom dashboards, workflow utilities, admin tools, integrations, and automation for repeated operational work.
Software engineering / applied AI / automation
Practical software for complex technical work.
Cammack Consulting LLC helps teams build internal tools, data workflows, applied AI systems, and research-facing software with a bias toward clarity, maintainability, and working results.
Problem
Data
Automation
System
Profile
- Since 2017
- Professional software engineering
- Full-stack
- .NET, Java, Node.js, Angular, Vue, SQL
- Applied AI
- LLM workflows, automation, evaluation tooling
- Research-grade
- Scientific computing and reproducibility habits
Services
Focused technical help for real workflows.
I am most useful where the work has a real operational or technical problem behind it: repeated manual effort, fragmented data, AI tools that need structure, or research ideas that need reliable software.
Professional profile
Senior software engineer with a research-builder mindset.
My background spans enterprise consulting, backend services, full-stack applications, internal automation, and AI-assisted engineering workflows. I also maintain an independent mathematical research program, which sharpens the same habits that matter in consulting: decomposition, verification, and careful handoff.
Resume
View HTML resume
Public, web-native version of my professional background. The PDF resume is source material, not the preferred public format.
Process
A focused path from unclear problem to working system.
Clarify the real workflow, failure points, data shape, and minimum useful deliverable.
Implement the smallest reliable system that can be tested against real usage.
Add validation, documentation, automation, and handoff structure where the project needs it.
Featured work
Practical delivery for a real small business launch.
Recent work includes a production static site, custom-domain setup, and launch support for a veteran-owned granite, remodeling, and restoration business in Colorado Springs.
Client website / local business
Granite Militia & Restoration Militia LLC
Built a responsive business website for a fellow Army veteran I served with. The work covered visual direction, frontend implementation, GitHub Pages deployment, custom DNS, HTTPS setup, and a simple estimate-request flow that works without paid form infrastructure.
Research
Independent research, separate from consulting.
Joshua D. Cammack maintains an independent research program in Navier-Stokes regularity, spectral cascade geometry, turbulence diagnostics, and computational certificate frameworks. That research is separate from Cammack Consulting LLC and is linked here for readers interested in the mathematical and computational work.
Research profile
View manuscripts and certificate archive
Best fit
Good projects have a concrete workflow behind them.
Good fit
- Internal software that saves repeated manual effort
- AI or automation prototypes that need engineering discipline
- Data workflows that need validation, reporting, or integration
- Technical ideas that need to become working software
Usually not a fit
- Brand-only campaigns with no technical implementation or launch support need
- Large agency-style projects requiring a full design department
- Projects where speed matters more than maintainability
Contact
Have a technical problem worth simplifying?
For consulting, research, or collaboration inquiries, use the email below.