Factory Telemetry Console
Live equipment state, shift-level metrics, and alert review for production teams.
12 Data feeds
RT Refresh
Ops Users
->Project archetypes for industrial systems.
Replace these with sanitized real case studies as the portfolio grows. The structure is ready for problem, system, stack, and outcome details.
Sensor Gateway Platform
Edge service that normalizes device data and forwards clean events to cloud APIs.
Edge Runtime
MQTT Protocol
API Output
->Inspection Model Pipeline
Annotation, model training, validation, and review tooling for visual defect detection.
CV Model
QA Labels
Drift Watch
->Problem
What operational visibility, control, model, or integration gap needed solving.
System
The equipment, data sources, interfaces, models, and deployment environment involved.
Outcome
The practical result: cleaner workflow, faster review, better signal, or production use.