Independent practice

Engineering Efficiency Through Architecture

Most engagements start with cost because the budget line is already there. I trace where spend and latency actually come from in Snowflake or Databricks, then ship the rebuild.

Lead outcome

Monthly warehouse spend cut 44%

Scale

5TB+ queried sub-second, 20GB/day telemetry, 1M+ monthly ingests.

How it starts

Cost & Performance Audit in 2 to 3 weeks.

Send your problem shape See the five packages

Proof

Cybersecurity SaaS platform

Monthly warehouse spend cut 44%

Ends on: 44% monthly warehouse spend reduction

Gaming platform in Malta

Annual compute from $80K to $50K

Ends on: annual compute moved from $80K to $50K

Ending outcome: 44% monthly warehouse spend reduction.