Capabilities that keep teams shipping fast and safely
Every engagement starts with discovery and finishes with delivery. Explore how I approach assessments, tooling, and culture for platform engineering, reliability, and DevOps.
Platform Engineering
Developer experience, infrastructure abstraction, and self-service automation
- Platform vision, charter, and ownership
- Internal developer portals, golden paths, and templates
- Infrastructure as code with policy guardrails
- Product mindset with adoption and success metrics
Reliability Engineering
SLO-driven operations, incident response, and observability
- User-centric SLOs, SLIs, and error budgets
- Unified telemetry with trace, metrics, and logs
- Incident command, blameless postmortems, and automation
- Chaos, resilience patterns, and toil reduction
DevOps Modernization
Product-aligned delivery, CI/CD automation, and platform collaboration
- Team Topologies-aligned operating model
- GitOps, progressive delivery, and release governance
- Developer self-service via APIs and CLIs
- Culture of continuous improvement with DORA metrics
FinOps & Cost Optimization
Cloud cost visibility, allocation, forecasting, and optimization
- CUR pipelines processing 1B+ data points per hour
- 99%+ cost allocation via tagging governance
- Capacity forecasting and rightsizing automation
- $8M+ verified savings across infra, observability, and people
The Methodology
Structured assessments that connect strategy to implementation
- Interview guides, evidence collection, and scorecards
- Prioritization matrices and roadmap recommendations
- Executive storytelling, decision memos, and alignment
- Measurement and ROI tracking for transformation
What makes this different
Not just slides. Real implementation guidance.
Evidence-backed
Interview guides, scorecards, and baselines from real field experience.
Actionable steps
Tooling options, integration patterns, and stepwise rollout guidance.
Measurement-first
SLOs, adoption metrics, and ROI tracking built into the methodology.