Engineering Support for Critical Platforms
Hands-on consulting for teams that need delivery, infrastructure, and ML operations to become dependable.
DevOps Consulting
Make delivery dependable and repeatable
Design and improve delivery pipelines that give teams fast feedback, reproducible releases, and fewer production surprises.
What I Offer
- Pipelines with fast, actionable feedback
- Infrastructure you can rebuild from scratch
- Self-service deploys for your developers
- Auto-scaling that handles traffic spikes
- Monitoring tied to operational risks
- Hands-on training built around your platform
MLOps Implementation
Move models from experiments into production
Build reproducible ML workflows with automated deployment, retraining, and monitoring that engineering and data teams can operate together.
What I Offer
- Production-ready model delivery workflows
- Automated retraining when data drifts
- Real-time performance monitoring
- Evaluation workflows tied to business outcomes
- Feature stores that speed up experiments
- GPU costs that don't surprise you
Cloud Architecture
Build cloud foundations your team can operate
Design secure, observable, and maintainable cloud foundations that can grow with the demands of your product.
What I Offer
- Architecture that scales automatically
- Clusters that heal themselves
- Serverless where it makes sense
- Cloud choices matched to real constraints
- Security that passes audits
- Cloud bills you can actually predict
Infrastructure Automation
Turn repeated operations into reliable tooling
Replace manual runbooks with versioned automation and self-service tools your engineers can understand and maintain.
What I Offer
- Runbooks that run themselves
- Infrastructure you can version control
- Custom tools for your specific needs
- Configurations that never drift
- Tests that catch breaking changes
- Documentation that stays current
Start with the problem, not a sales call.
Share the context and constraints. I will respond with whether I am a fit and the clearest next step.
Discuss Your Project