Val Data Data insights, analytics, and technical explorations.
I’m Dominick Ryan. As a Senior Systems and Data Engineer, I build reliable data transformations and cloud-native infrastructure. NextValData is my curated repository of academic and technical documentation—a personal archive shared in the hope that it helps others, while being just self-serving enough.
How a hybrid workflow pairing basic Python pre-filtering with a local, airgapped AI model turned an unmanageable 40 MB production log dump into an actionable root-cause analysis.
Reflections on history, economic friction, and resilience while walking the streets of Tbilisi.
Reflections from Georgia on Soviet brutalist architecture, street dog ecology, and a Python differential population model for municipal TVNR thresholds.