Design and build ROS-based software solutions for robotics and IoT platforms operating in challenging environments, from agricultural perimeters to industrial facilities to defense installations.

Autonomous Navigation & Control
Path planning, obstacle avoidance, and adaptive behavior for ground-based robots in complex terrain.

Sensor Integration & Perception
Multi-sensor fusion combining LIDAR, cameras, radar, and environmental sensors for situational awareness.

Security Monitoring & Intrusion Detection
ROS-native anomaly detection and threat monitoring for robotic systems. Machine learning-based behavioral analysis identifies unauthorized access, data manipulation, node compromise, and network-layer attacks.

Edge Computing & AI/ML
On-device inference for real-time detection, anomaly recognition, and decision-making without cloud dependency.