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§ Selected Work / 2024–2026

Quiet systems,
loud results.

A representative slice of recent engagements. Most of our work sits behind NDAs — what's shown here is the tip; we'll walk you through specifics in person.

001 / 006BI · PipelinesNORTHWIND LOGISTICS

A unified operations dashboard replacing seven legacy reports.

Northwind’s ops team was reconciling seven Excel exports every morning. We modeled the underlying systems in dbt, built a single warehouse view, and replaced the manual ritual with a dashboard that updates every fifteen minutes.

Role
Architecture · BI
Year
2026
Result
7→1Sources unified
SnowflakedbtLookerAirflow
002 / 006AI · WebHELIO FINANCIAL

An AI underwriting assistant drawing on a decade of internal precedent.

Helio’s underwriters wrote the same memos by hand for years. We built a retrieval-augmented assistant grounded in their own approved decisions — a draftsman that knows the house style and the edge cases.

Role
AI · Product
Year
2026
Result
12×Faster reviews
AnthropicpgvectorNext.jsModal
003 / 006IntegrationsARDENT HEALTH

Bridging two acquired companies’ stacks without disrupting clinical workflows.

After acquisition, two patient record systems needed to coexist before consolidation. We built an event-driven middleware layer that kept both in sync — invisibly, with full lineage and rollback.

Role
Integrations · Infra
Year
2025
Result
99.97%Sync uptime
KafkaDebeziumAWSTerraform
004 / 006AutomationSTRATAFOLD MFG.

Automating a 40-step procurement workflow into a single approval surface.

Stratafold’s procurement was forty steps across six tools. We mapped the flow, automated everything that didn’t need a human, and gave the rest a single approval surface — with audit trail baked in.

Role
Automation · Web
Year
2025
Result
−86%Manual hours
WorkatoNext.jsPostgresVercel
005 / 006BI · AICLOUDLAYER

Forecasting infrastructure spend with two years’ warning, not two weeks.

CloudLayer was getting AWS surprise bills. We built a forecasting model on their billing telemetry that flags drift early — long before finance has to write the check.

Role
BI · ML
Year
2025
Result
94%Forecast accuracy
BigQueryVertex AIdbtMetabase
006 / 006Pipelines · CloudMERCATOR/

Migrating a streaming pipeline off self-managed Kafka — without downtime.

Mercator’s self-managed Kafka was eating an engineer’s week per month. We migrated to managed streaming with zero customer-visible downtime and cut the on-call surface by half.

Role
Infra · Migration
Year
2024
Result
0sDowntime
ConfluentTerraformDatadogAWS

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