GPGPU · CUDA · NVIDIA Edge AI

High-performance perception software for intelligent machines.

Expert consultancy for GPU acceleration, embedded deployment, sensor processing, and production-grade robotic software architecture

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NVIDIA Jetson AGX Orin Optimization, deployment, profiling, CUDA kernels, TensorRT pipelines, and edge AI integration for industrial-grade perception workloads.
LiDAR · Radar · Camera Sensor Fusion

From raw sensor data to robust environment models.

We help teams design, benchmark, and scale perception stacks across camera, radar, lidar, ultrasonic sensors, and embedded targets.

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Livox LiDAR expertise Point-cloud processing, calibration, synchronization, sensor interfaces, and practical integration into robotic sw stack validation workflows.
Perception · Sensing · Robotics

Engineering support for real-world autonomous robot systems.

Architecture, implementation, debugging, and performance optimization for perception, detection, classification and tracking applications.

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Road-scene understanding Object detection, pedestrian and vehicle perception, multi-camera pipelines, validation tooling, and scalable software design.

Deep technical consultancy for perception-heavy products.

x-perception supports SMEs, Tier suppliers, OEM programs, and research teams that need expert execution without building every capability in-house.

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GPGPU & CUDA

CUDA optimization, memory bandwidth analysis, kernel design, profiling, TensorRT deployment, and high-throughput data processing.

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Robotic software

Perception stack architecture, detection, tracking, fusion, validation, and production-readiness consulting.

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Robotic Sensors

Camera, radar, lidar, GPS, synchronization, calibration, diagnostics, and measurement-chain design.

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Deep Learning Perception

Semantic segmentation, object detection, special camera frame processing, sensor data pipelines, and model deployment on embedded hardware.

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Embedded Programming

C/C++, Linux, real-time constraints, shared-memory data paths, efficient embedded software architecture.

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Validation & Resimulation

Offline replay, simulation tooling, sensor recording workflows, simulation based decisions.

Practical, engineering-first support.

We focus on the places where perception systems usually fail: throughput, timing, data quality, calibration, architecture boundaries, and deployment constraints.

  • Architecture reviews and technical risk assessment
  • Prototype-to-product implementation support
  • Performance profiling on NVIDIA and embedded targets
  • Sensor pipeline debugging and calibration strategy

Built for teams that need senior expertise fast.

Engage x-perception for focused expert reviews, hands-on development, training, benchmarking, or longer technical partnership.

  • Robotic perception and real world deployment know-how
  • GPU, AI accelerator, and embedded platform experience
  • Support for SMEs, startups, research groups, and product teams
  • Clear deliverables: code, reports, architecture, and recommendations

Let’s build perception software that runs in the real world.

For consultancy, expert reviews, embedded perception development, GPU optimization, or robotic architecture support, contact x-perception.