About this role
Design, build, and deploy machine learning models for computer vision, predictive analytics, autonomous decision-making, and process optimization for LightSpeed’s construction robots; integrate models with ROS2-based robot control and optimize inference for GPU-accelerated edge hardware.
Skills for this role
Machine LearningReinforcement LearningImitation LearningPredictive MaintenanceAnomaly DetectionModel OptimizationEdge DeploymentComputer VisionObject DetectionSegmentationPose Estimation3D Point Cloud ProcessingVisual Quality InspectionDeep LearningPyTorchTensorFlowTensorRTONNXQuantizationPythonC++ML Data PipelinesData LabelingData VersioningExperiment TrackingMLflowWeights & BiasesModel MonitoringA/B TestingModel Serving