I will optimize and deploy computer vision yolo models on raspberry pi and edge devices

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nethsaragn
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Gamage N

About this gig

Are you struggling to run your heavy AI models on a Raspberry Pi?


Many developers can build a Computer Vision model in a Python notebook, but getting it to run smoothly on constrained edge hardware is a completely different challenge.


I am an AI/ML Software Engineer specializing in Edge AI. I will optimize, accelerate, and deploy your complex vision models to run seamlessly on devices like Raspberry Pi, and Intel NUCs.


My Expertise & Proven Results:

I recently engineered and deployed real-time vision pipelines. Through advanced optimization (ONNX, OpenVINO, NCNN), I successfully run heavy models on edge hardware achieving >98% accuracy while reducing processing latency down to an incredible 20-50ms.


What I can do for you:


  • Convert PyTorch/TensorFlow models to highly optimized Edge formats (ONNX, TFLite, OpenVINO).


  • Deploy YOLO object detection, face recognition, or human tracking models directly onto your hardware.


  • Build a robust FastAPI backend to handle real-time video streaming from your device.


  • Hardware I work with: Raspberry Pi, Intel NUC, Edge TPUs.


Please message me before placing an order to discuss your exact hardware and project requirements!

Get to know Gamage N

Gamage N

Software Engineer AI Computer Vision

  • FromSri Lanka
  • Member sinceApr 2026
  • Avg. response time1 hour
  • Languages

    English, Sinhala
Hi! I'm an AI/ML Software Engineer with 4+ years of experience specializing in Computer Vision and Edge AI. I build, optimize, and deploy real-time vision pipelines that actually work in production. My expertise includes custom YOLO object detection, face/action recognition, and accelerating heavy AI models (ONNX, OpenVINO) for low-latency inference on constrained hardware like Raspberry Pi and Intel NUCs. I also architect robust FastAPI backends to handle live video streams seamlessly. Whether you need a lightweight embedded vision model or a scalable cloud AI, let's build it!