You are making decisions on data you don't fully trust. I help companies identify exactly where integration and data break — and how to realign systems for reliable decisions.
About
I work inside complex corporate systems where data, integrations and teams don't align. My job is to find where things actually break — and make that visible. I'm now bringing that expertise directly to companies that need fast clarity.
Selected work
6-month reporting mismatch → root cause found in 2 days
Cross-system inconsistency → broken data contract
Intermittent failures → missing idempotency in async flows