Technologies

Machine Learning & Artificial Intelligence

AI at the Edge: Smarter, Faster, and More Efficient

The future of intelligent devices isn’t in the cloud—it’s at the edge, where real-time decisions happen instantly. At mSemicon, we combine cutting-edge AI/ML with high-performance Single Board Computers (SBCs) to build responsive, low-latency systems that think for themselves.

Whether you need predictive maintenance, computer vision, natural language processing, or sensor fusion, we engineer solutions that deliver AI-powered insights—without relying on distant servers.


Why AI + SBCs?

✔ Real-Time Processing – Analyze and act instantly, without cloud delays.

✔ Lower Costs – Reduce bandwidth and server dependency.

✔ Enhanced Privacy – Keep sensitive data on-device.

✔ Power Efficiency – Optimized for battery or low-power operation.


Our Expertise

Embedded Machine Learning

We deploy TensorFlow Lite, PyTorch, and custom models on SBCs like:

  • Raspberry Pi (cost-effective prototyping)
  • NVIDIA Jetson (high-performance edge AI)
  • Custom SBC Solutions (tailored to your needs)

Use Cases:

  • Industrial defect detection
  • Smart agriculture monitoring
  • Voice-controlled devices


Edge AI Development

✔ Model Optimization – Shrink complex AI to run efficiently on SBCs.

✔ Sensor Fusion – Combine camera, audio, and IoT data for richer insights.

✔ On-Device Training – Adaptive systems that learn in the field.


Seamless Integration

We ensure your AI solution works flawlessly with:

  • Existing hardware
  • Cloud backups (when needed)
  • User interfaces (mobile/web dashboards)


Why Choose mSemicon?

✅ Proven AI/SBC Projects – From concept to deployment.

✅ Full-Stack Expertise – Hardware, firmware, and ML in one team.

✅ Scalable Solutions – Prototype on an RPi, scale to custom hardware.


Let’s Build an Intelligent Edge

Ready to turn raw sensor data into real-time decisions? We’ll design an AI + SBC system that’s:

  • Powerful enough to handle complex models
  • Efficient enough for remote deployments
  • Reliable enough for industrial use

Challenge us with your most ambitious edge AI vision—we’ll make it work.


Key Features:

  • Computer Vision (OpenCV, YOLO)
  • TinyML (Microcontroller AI)
  • Custom SBC Carrier Boards
  • Low-Latency Inference