AI Engineering Transformation
Pragmatic adoption of applied AI, coding agents and AI-assisted delivery workflows across engineering organizations.
Selective advisory for applied AI transformation
Applied AI transformation for engineering organizations that need judgment, discipline and senior execution.
Selective advisory for CTOs, engineering executives and investors who are turning AI from experimentation into a governed software delivery capability.
Focus
Where I help
Focused advisory for organizations with a serious transformation agenda. Engagements are selective and typically begin through a trusted introduction or a clearly scoped executive conversation.
Agentic SDLC Operating Model
From individual tool usage to governed, repeatable workflows across analysis, implementation, review, testing, QA and documentation.
Cloud-native Platform Modernization
Executive sparring on AWS, serverless architecture, platform strategy and modernization of business-critical software ecosystems.
Credibility
Executive engineering judgment, grounded in technology and management.
I combine senior engineering leadership with a technical foundation in software, infrastructure and business information systems — and an executive management perspective shaped by an MBA. My advisory lens treats AI adoption as a change in architecture, operating model, quality controls, leadership routines and organizational behavior.
- 20+ years across software engineering, cloud platforms, enterprise technology and engineering leadership
- 9+ years in senior engineering leadership roles, including leadership-of-leaders responsibilities
- Led multidisciplinary engineering organizations spanning applied AI, architecture, frontend, backend, mobile, DevOps, QA automation and platform services
- Initiated applied AI adoption with OpenAI Codex, Claude Code and Claude Managed Agents across major parts of the software delivery lifecycle
- Led AWS serverless platform modernization in direct collaboration with AWS teams over a multi-year engagement
- Academic foundation across computer science, business information systems and executive management, including an MBA from HHL
Engagement formats
Selective, senior-level advisory by trusted introduction.
Executive Advisory
Monthly sparring for CTOs, VPs Engineering and transformation leaders on AI adoption, operating model and platform strategy.
AI Engineering Assessment
A focused review of toolchain, SDLC, governance, team readiness and value opportunities with an actionable roadmap.
Leadership Workshop
A structured session for engineering leaders on applying AI safely and effectively across software delivery.
Next step
For CTOs, engineering executives and investors with a serious applied AI transformation mandate.
I usually engage through trusted introductions, executive referrals or existing professional relationships. Introductions are typically made through mutual contacts or LinkedIn. This keeps advisory work selective, context-rich and focused on serious transformation mandates.
Engagements begin through trusted introductions