Real industrial systems, built and deployed.
A selection of engineering work across embedded, vision, BLE and IoT — designed for production environments, not pitch decks.
AI-Based Bush Inspection System
Micron-level defect detection for stainless-steel pump bushes — replacing manual QC with a calibrated vision station at the end of the line.
- Detection accuracy
- > 99.4%
- Cycle time
- 1.8 s / part
- Repeatability
- ± 5 µm
Selected engineering work.
Each engagement is custom — these are representative projects from the team.
AI-Based Bush Inspection System
Micron-level defect detection for stainless-steel pump components, deployed at end-of-line.
BLE Employee Tracking System
Low-power industrial presence and tracking platform for plant-floor workforce visibility.
Embedded Industrial Controller
Custom embedded control platform powering automation and instrumentation systems.
IoT Monitoring Platform
Industrial data collection and remote monitoring across distributed manufacturing assets.
Calibrated Sensor Nodes
Sensing nodes with on-device processing for vibration, temperature and current.
Operator Dashboard Suite
Production KPI dashboards with audit trails, traceability and downtime analytics.
Machine Control Retrofit
PLC, HMI and motion retrofit on legacy machinery for predictable, reliable cycles.
Automated Inspection Station
Integrated vision + motion station for repeatable, high-throughput QC.
How a project comes together.
Discovery
On-site assessment and engineering scoping.
Engineering
Hardware, firmware, AI and integration built together.
Deployment
Validation runs, operator training and live ramp.