I will build edge ai object detection for jetson, pi or cpu devices

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azm_devs
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azm_devs
Azm
build edge ai object detection for jetson, pi or cpu devices
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build edge ai object detection for jetson, pi or cpu devices
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build edge ai object detection for jetson, pi or cpu devicesbuild edge ai object detection for jetson, pi or cpu devicesbuild edge ai object detection for jetson, pi or cpu devices

About this gig

Need computer vision that runs on a small device instead of a cloud server? I build and deploy object detection and counting models for edge hardware: Jetson-class boards, Raspberry Pi-class boards or CPU-only mini PCs.


WHAT YOU GET

A model fine-tuned on your images (YOLO or MobileNet family).

Speed and size tuning for your device (smaller models, quantization, pruning).

A working demo on your video or hardware, with real FPS and accuracy numbers.

Clear setup notes so your team can run and extend it.


GOOD FOR

People or vehicle counting, product or defect detection, crop or animal detection, simple safety checks.


ABOUT ME

7 years in edge AI, IoT and robotics. I have led an edge AI and robotics team, published research on deployed detection systems, and hold an MS in AI. If your goal is not realistic on your hardware, I will tell you before you spend money.


BEFORE ORDERING

Message me your use case, a few sample images or a short video, and your target device.


NOT INCLUDED

Image labelling (available as an extra), mobile apps, cloud backends, buying hardware.

  • Model expertise

    • Custom model development
    • Fine-tuning models
    • Generative AI
    • Predicitive analyatics
    • Recommendation systems

  • Industry

    • Biotech
    • Data analytics
    • Financial services
    • Food & beverage
    • Legal
    • Marketing & advertising
    • Real estate
    • Travel & tourism

  • Programming language

    • C
    • Python
    • React
    • PyTorch
    • Tensorflow
    • Keras

  • Language

    • English

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Natural language processing (NLP)
    • Computer Vision (Object detection, Image recognition)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization
    • Feature engineering and data processing
    • AI ethics and bias mitigation

Get to know Azm

Azm

Edge AI, Computer Vision, IoT and AI Agent Engineer

5.0(1)
  • FromPakistan
  • Member sinceMar 2026
  • Avg. response time2 hours
  • Last delivery4 months

  • Languages

    English
Hi, I'm Azmat. I build edge AI, computer vision, embedded and IoT systems, and document AI agents. 7 years of hands-on work in AI, robotics and IoT. I have led an edge AI and robotics team, published research on deployed systems, and hold an MS in AI. How I work: you tell me the goal, I propose a simple design and a fixed price, then build and test step by step. If your idea is not realistic on your hardware or budget, I will tell you early. Message me before ordering with your use case and target device.

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