Work
Production systems that changed throughput, latency, or reliability.
I build production systems for operations-heavy teams where throughput, realtime feedback, and delivery reliability have to hold up under live usage.
Shipped systems with operating leverage
Three shipped systems where the architecture had to remove delay, backlog, or failure-prone manual work.
Ops Throughput
Automated Fundraiser Acknowledgment at Scale
OutcomeRoughly 12x per-operator throughput with 72 concurrent workers, clearing a persistent backlog.
Replaced a manual outsourced thank-you workflow with browser automation that could keep up with high-volume fundraiser traffic.
Realtime Donations
Realtime Fundraiser Creation + Donation Signal Pipeline
OutcomeEliminated a 48-hour reporting lag and surfaced donation context in realtime for operations teams.
Built a realtime fundraiser creation and donation pipeline so teams could act on live signals instead of waiting for delayed files.
Publishing Pipeline
Custom Substack Publishing Pipeline in Rust
OutcomeDelivered a deterministic pipeline from Directus webhooks through queued workers to publish actions.
Built a Rust monorepo that connected CMS events, queued workers, and publishing automation for Substack-oriented content operations.