cattodata.node
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DATA ENGINEER // SYSTEMS ARCHITECT

CATTO DATA

I turn chaotic data streams into systems that scale. Real-time pipelines, ML infrastructure, and the dashboards that keep ops calm at 3am. Currently routing terabytes so you do not have to.

ID: 0xCAT7-D47A
0.0B
Records processed
0
Pipelines live
0.00%
Uptime
0
Models in prod
Realtime throughputSTREAMING
48.4k req/s
LATENCY14ms
QUEUE0.2%
REGIONGLOBAL
System status
  • Ingest clusterOK
  • Feature storeOK
  • Model servingOK
  • Batch ETLBUSY
  • Cold archiveOK
// 02

Capabilities

Distributed systems95
Stream processing92
ML infrastructure88
Data modeling90
Observability85
Cloud / IaC87
Tech stack
RustPythonKafkaSparkClickHousedbtPostgresKubernetesAirflowTerraformSnowflakeGrafana
$ cattodata --describe
> building the nervous system for data-heavy products.
> 10y shipping. allergic to flaky pipelines.
// 03

Deployments

DPL-001

Helix Stream Engine

4.2ms p99

Sub-second event pipeline ingesting 4B+ records/day with exactly-once semantics.

RustKafkaClickHouse
DPL-002

Oracle Feature Store

12 models

Online/offline feature platform powering 12 production models with point-in-time correctness.

PythonSparkRedis
DPL-003

Sentinel Observatory

-73% pages

Self-healing observability mesh that cut on-call pages by 73% across the fleet.

GrafanaPrometheusGo
DPL-004

Atlas Warehouse

1.4 PB

Petabyte-scale analytical warehouse with modeled, tested, documented dbt layers.

SnowflakedbtAirflow
LIVE FEED
DEPLOY helix-stream-engine v4.2.0 → prod MERGE feat/feature-store-pit-correctness ALERT batch-etl backlog cleared in 38s SCALE ingest-cluster 12 → 18 nodes MODEL fraud-v9 rolled out at 100% BACKFILL atlas-warehouse 1.4PB verified INCIDENT 0 open · MTTR 4m12s DEPLOY helix-stream-engine v4.2.0 → prod MERGE feat/feature-store-pit-correctness ALERT batch-etl backlog cleared in 38s SCALE ingest-cluster 12 → 18 nodes MODEL fraud-v9 rolled out at 100% BACKFILL atlas-warehouse 1.4PB verified INCIDENT 0 open · MTTR 4m12s
// 04 - UPLINK

Got a data problem worth solving?

Pipelines, platforms, or a dashboard that should not lie to you. Send a signal and I will reply within one orbit.

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