Technical Growth
System design, architecture decisions, and the craft of reasoning about complex engineering problems.
Engineering Growth & AI Systems Advisory
Helping engineers navigate growth in the AI era.
Practical support for system design interviews, senior-level career growth, AI-era transitions, and the architecture decisions that shape engineering teams.
Who I help
Engineers who want to think more clearly about their work.
- Engineers preparing for technical interviews at senior levels.
- Engineers growing toward senior, staff, and principal roles.
- Engineers navigating the AI-era transition in backend and systems work.
- Neurodivergent engineers seeking structured, sustainable support.
Focus areas
Three domains, one coherent worldview.
Career Navigation
Interviews, promotions, role transitions, and the slow work of building a senior-level career.
Sustainable Engineering
Energy, focus, and working with your own mind — especially for neurodivergent engineers in demanding environments.
Featured resources
Practical guides, written to be useful.
A small library of frameworks, checklists, and preparation guides — concise over comprehensive.
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Meta Interview Preparation Guide
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Last-Minute System Design Review Checklist
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AI Transition Roadmap for Backend Engineers
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Managing Energy During Interview Loops
Advisory
Architecture, AI systems, and backend scalability.
Beyond career work, I advise engineering teams on AWS architecture, AI system design, and scaling backend infrastructure. This part of the practice is growing — reach out if you have a specific problem worth thinking through together.
Learn more about advisory About
Helping engineers think more clearly about systems, careers, and growth.
Long-term engineering growth isn't only about technical skill accumulation. It's about clarity, sustainability, and good decision-making over years.
Background in AWS, backend systems, and ML infrastructure. Interested in mentoring, structured thinking, and how engineers — including neurodivergent ones — sustain long careers in demanding environments.
More about meLooking for clarity on your next technical or career step?
Start with a conversation. No pitch, no pressure.