Expertise
Expertise
Three decades of practical experience across technology, business, and leadership. Production systems, not prototypes. Value, not hours.
AI-Assisted Development Training
Transform how your senior developers work with AI. Not theoretical lectures — hands-on sessions using your actual codebase, solving your real problems.
- ◆ Workshop-based learning with immediate application
- ◆ Using participants' own code and context
- ◆ From skeptic to practitioner in one session
- ◆ 4-5x validated productivity improvements
“This would have taken me two weeks to build.”
— Workshop participant after 3-hour session
Technology Strategy & Leadership
Strategic guidance for organizations navigating technological transformation. Understanding both the technical possibilities and business realities.
- ◆ AI readiness assessment and roadmapping
- ◆ Team capability evaluation and development
- ◆ Architecture decisions for AI integration
- ◆ Production-first implementation planning
“87% of AI pilots fail to reach production. We focus on the 13% that ship.”
Complete System Delivery
From problem definition to production system. Understanding the entire chain is essential — technology, business value, and sustainable operations.
- ◆ End-to-end solution architecture
- ◆ Production-ready implementation
- ◆ Value-based engagement (not time-based billing)
- ◆ Full accountability for delivered systems
“Idea → Design → Code → Deploy → Operate. Never just one piece.”
Technical foundation
30 years across the stack
AI & Development
- ◆ AI-assisted coding workflows
- ◆ LLM integration & orchestration
- ◆ Python, JavaScript, TypeScript
- ◆ VS Code ecosystem
Architecture
- ◆ System design & integration
- ◆ API design & implementation
- ◆ Database architecture
- ◆ Cloud infrastructure
Business
- ◆ Product development
- ◆ Value-based pricing
- ◆ Team scaling (0 → 85)
- ◆ Exit experience
Domains
- ◆ Telecom systems
- ◆ Digital marketing
- ◆ Analytics platforms
- ◆ Enterprise software
Approach
How I work differently
Prototypes impress in meetings. Production systems deliver value. Every engagement aims for real deployment.
Time-based billing incentivizes inefficiency. Value-based engagement aligns our interests.
Every workshop uses real code. Every training solves actual problems. Learning by doing, not by watching.
I'll tell you what AI can't do. What won't work in your context. Honest assessment beats false promises.