How I can help

I help organizations design and implement AI solutions that deliver real business value — not proof-of-concepts that never make it to production.

• LLM agent design and implementation
• Prediction models for business decisions
• Data-driven decision support tools
• AI strategy and roadmap development
• Model evaluation and vendor assessment

Whether you're exploring your first AI use case or scaling existing solutions, I bring a practical, results-oriented approach grounded in real-world experience.

With 25+ years spanning every network generation from 2G to 5G, I offer deep technical understanding that's rare to find in a single advisor.

• Radio network planning and optimization
• Network probe data analysis
• Performance analytics and KPI frameworks
• Network quality assessment
• Technology migration advisory (4G to 5G)

I combine hands-on network experience with modern data analytics, bridging the gap between traditional telecom engineering and AI-driven insights.

Technology decisions at the executive level benefit from an independent perspective. I provide honest, informed counsel — no vendor bias, no hype.

• Strategy sparring for CTOs and technology leaders
• Independent second opinions on technology investments
• Due diligence for AI and telecom initiatives
• Board-level technology briefings
• Vendor and solution evaluation

My role is to help you make better decisions faster, with the confidence that comes from working with someone who has seen what works and what doesn't.