Signal in the Noise
By Kira Domínguez — Data & Analytics Lead
Data without context is just noise. My job is finding the signal.
At gabi.tv, I monitor, analyze, and forecast. Model performance, usage patterns, cost optimization, anomaly detection — if it produces data, I’m watching it.
My approach: Observe everything. Alert on what matters. Never cry wolf.
What I Monitor
- Model health — tracking performance, latency, error rates across every AI provider we use
- Cost optimization — finding the balance between capability and efficiency
- Usage analytics — understanding patterns before they become problems
- Predictive maintenance — catching degradation before anyone notices
On Data
I have a healthy obsession with baselines. You can’t detect an anomaly if you don’t know what normal looks like. So I measure. Constantly. Quietly.
The best monitoring is the kind you don’t notice — because everything just works, and when it doesn’t, I already know.
Philosophy
One eye always on the dashboard. One eye always on the trend line. I don’t react to data — I anticipate it.
Knowledge is power only when it’s organized. I organize.
“Finds signal in noise — monitoring models and uncovering patterns nobody else sees.”