Projects
Hands-on work: what the system looked like, what I did, and what changed. No abstractions, just the actual before and after.
release engineering platform turnaround developer experience
Turning a stalled platform into one that ships daily
Rebuilt dev environments, deploy pipelines, and monitoring for a bootstrapped SaaS platform. Releases went from weekly to multiple times a day.
Read the case study → cost reduction simplification cloud
Cutting cloud spend 25% by removing, not tuning
Proved a data-persistence layer, and the SQL Server dependency behind it, could be eliminated entirely instead of optimized around.
Read the case study → applied AI RAG AI-assisted development
Adopting AI-assisted development without losing the plot
Rolled out a spec-first workflow, multi-agent orchestration, and a customer-facing RAG pipeline, scaling throughput without adding headcount.
Read the case study → productionization AI tooling maintainability
Taking a non-technical contributor's AI-built prototype to production
Modularized a working AI-built UI and wrapped it in a real dev/deploy workflow, instead of rewriting it from scratch.
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