AI & Robotics | Quadratech Gallery

AI & Robotics · 01 / 05

Computer Vision Pipeline

Real-time surface defect detection achieving 99.2% accuracy on a steel coil line — 120 fps inference on Jetson AGX Orin.

AI & Robotics · 02 / 05

Custom monitoring UI for an NVIDIA Jetson-based edge deployment — live model metrics, alert routing, and OTA update pipeline.

AI & Robotics · 03 / 05

AMR with LiDAR-based SLAM navigation and ROS 2 middleware for a logistics warehouse — fleet managed via custom REST API.

AI & Robotics · 04 / 05

On-premise GPU cluster (4x RTX 4090) for training object detection and anomaly detection models with MLflow experiment tracking.

AI & Robotics · 05 / 05

6-axis arm with 3D structured-light vision for bin-picking — sub-millimetre placement accuracy at 1,400 picks per hour.

01 / 05

5 projects

Computer Vision Pipeline

Real-time surface defect detection achieving 99.2% accuracy on a steel coil line — 120 fps inference on Jetson AGX Orin.

Edge AI Dashboard

Custom monitoring UI for an NVIDIA Jetson-based edge deployment — live model metrics, alert routing, and OTA update pipeline.

Autonomous Mobile Robot

AMR with LiDAR-based SLAM navigation and ROS 2 middleware for a logistics warehouse — fleet managed via custom REST API.

Neural Network Training Rig

On-premise GPU cluster (4x RTX 4090) for training object detection and anomaly detection models with MLflow experiment tracking.

Vision-Guided Robot Arm

6-axis arm with 3D structured-light vision for bin-picking — sub-millimetre placement accuracy at 1,400 picks per hour.