Paul C. Jung
Explore and find meaning.
Deterministic metrics, seeded demos, failure sims.
Transform by the facts.
Systems visuals, latency budgets, humane defaults.
Learn. Test. Measure. Improve.
Contracts, CI gates, perf & cost guardrails.
Blueprints that behave under load.
Kafka + Flink patterns.
DLQs, idempotence, backpressure guards.
Delta/Iceberg playbooks.
Compaction, Z-order, metrics.
Policy as code.
PHI routing, schema tests.
Open climate models.
Datasets, notebooks.
Open to browse categories
AWS · Azure · GCP
PostgreSQL · SQL Server · Snowflake
Power BI · Tableau
Pipelines · MLOps
dbt · Airflow · ADF
Kafka · Flink
IAM · Encryption
Terraform · CI/CD
Resume · Blog · Ideas
Madison, WI. NY mindset.
Elements.
Opinionated guides.
Playbooks, Tutorials, Builds.
Entropy and musings.
Trying to understand this incomplete world.