Full-Stack AI Consulting
Three decades of IT and publishing experience, combined with deep expertise in machine learning and generative AI. From initial design through deployment and beyond.
Generative AI
5 years hands-on experience building applications with LLMs, image generation, and emerging AI capabilities. From proof-of-concept to production.
- LLM integration & prompt engineering
- RAG systems & vector databases
- AI-powered workflows
- Model fine-tuning & evaluation
Machine Learning
A decade of ML experience across diverse domains. Building models that solve real business problems.
- Custom model development
- Data pipeline architecture
- MLOps & model deployment
- Performance optimization
Full-Stack Development
End-to-end application development with modern stacks. Architecting systems that scale.
- Frontend & backend development
- API design & integration
- Database architecture
- Cloud infrastructure
DevOps & Infrastructure
Modern infrastructure that scales. From local development to global deployment.
- CI/CD pipeline design
- Container orchestration
- Infrastructure as code
- Monitoring & observability
How We Work
We don't drop in, deliver a report, and disappear. We embed with your team to understand your challenges from the inside and build solutions that stick.
Understand
We start by listening. What are you trying to accomplish? What's blocking you? We dig into your codebase, workflows, and team dynamics to understand the real problem, not just symptoms.
Build Together
We embed with your team—joining standups, Slack channels, and planning sessions. Solutions are built collaboratively, not handed down. We pair with your developers and ensure knowledge transfers as we go.
Transfer & Exit
The goal is capability, not dependency. We leave your team stronger with new skills, patterns, and confidence to keep building. We're successful when you don't need us anymore.
Engagement Models
Embedded Engineer
Full integration with your team for weeks or months. Ideal for complex projects, team augmentation, or when you need deep expertise on an ongoing basis.
Advisory Retainer
Regular check-ins, architecture reviews, and on-call guidance. Perfect for teams that need a sounding board and occasional deep dives without full-time commitment.
Focused Sprint
Intensive engagement on a specific problem. Discovery, solution design, and implementation in a defined timeframe. Great for proof-of-concepts or unblocking critical initiatives.
About
Tech Toboggan was founded on a simple belief: navigating emerging technology shouldn't feel like climbing uphill. With the right guide, it can feel like sledding downhill—fast, exhilarating, and surprisingly smooth.
Experience
- 30 years in IT and publishing
- 10 years in machine learning
- 5 years in generative AI
Three decades in technology teaches you to separate hype from reality. Generative AI isn't noise—it's the most significant shift in software development since the internet went mainstream. But most teams struggle to figure out what's actually useful versus what's just impressive demos.
Philosophy: Technology should amplify people, not replace them. The best AI implementations don't eliminate human judgment; they augment it. And good consulting makes itself obsolete—we succeed when your team can maintain and evolve what we built together without needing to call us back.
Get In Touch
Ready to discuss your project? Let's talk about how we can help.
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