Hardware Engineering

Explore our hardware engineering sub-disciplines — from computer vision and AI to robotics and IoT

Computer Vision

Custom visual inspection and analysis systems deployed across production environments. Real-time defect detection, autonomous guidance, and industrial-grade edge deployment using OpenCV and deep learning frameworks.

Key Capabilities

•Real-time industrial inspection systems
•Custom object detection model training
•High-speed production line integration
•Edge deployment on Jetson & similar platforms

Industry Applications

Automated quality inspection systems
Packaging and labeling verification
Weld seam and surface defect detection
Autonomous robot guidance and navigation

Machine Vision

Industrial-grade vision systems engineered for harsh manufacturing environments. Direct PLC/MES integration delivering frame-accurate inspection at production speeds with compliance logging and guaranteed uptime.

Key Capabilities

•High-speed synchronized inspection systems
•Direct PLC/MES system integration
•Multi-camera 3D vision solutions
•Compliance-ready audit trail logging

Industry Applications

Bottle fill level and cap verification
Barcode and DataMatrix code reading
Component placement verification
Surface finish and geometry inspection

AI & Machine Learning

Custom AI/ML models optimized for embedded hardware deployment. End-to-end implementation from data collection and model training through production deployment, with continuous improvement and retraining capabilities.

Key Capabilities

•Custom vision model training on your data
•Real-time inference optimization for edge devices
•Predictive maintenance algorithm development
•Model retraining and continuous improvement

Industry Applications

Defect and anomaly detection systems
Predictive equipment maintenance
Autonomous guided vehicle navigation
Real-time adaptive production control

PLC & Industrial Control

Industrial control system design and programming for manufacturing automation. PLC development, SCADA integration, and real-time process control ensuring safety-critical operations with continuous monitoring.

Key Capabilities

•Custom PLC program development
•SCADA & MES integration
•Real-time sensor/actuator orchestration
•Safety-critical system certification

Industry Applications

Conveyor belt automation & sequencing
Robotic arm integration & coordination
Environmental & process monitoring
Reject mechanisms & product routing

Robotics

Complete robotic system engineering from collaborative arms to autonomous mobile robots. Mechanical design, control firmware, vision integration, and full deployment for assembly, warehousing, and materials handling.

Key Capabilities

•Custom robotic arm programming (ROS-based)
•AMR navigation and fleet management
•Sensor fusion & real-time perception
•Safety certification & compliance

Industry Applications

Automated assembly & pick-and-place
Warehouse automation with autonomous robots
Spray painting & welding automation
Material handling & logistics robots

Custom Embedded Systems

Custom hardware and embedded system design for deterministic, real-time control. FPGA development, firmware optimization, and low-latency hardware deployment for mission-critical applications.

Key Capabilities

•FPGA design and HDL programming
•Custom embedded firmware development
•Real-time OS integration
•Hardware-software co-design & optimization

Industry Applications

Ultra-low latency control systems
Real-time sensor data acquisition
Custom vision processing hardware
High-frequency industrial IoT devices

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