Browse categories
Explore
Fiverr Pro
English
$
USD
I will build custom pyqt6 gui and deploy computer vision ai models
Eyad Arshad
About this gig
90% of AI prototypes on freelance platforms never make it to production because they are written in messy, unstable Jupyter Notebooks.
If you are tired of developers who build models that look great on paper but freeze, lag, or leak memory when deployed under real-world user loadsyou are in the right place.
I am an AI and systems engineer. I take raw model weights (YOLOv8, PyTorch, OpenCV tracking) and engineer them into high-performance, native desktop software built for speed and zero interface lag.
WHAT I EXCEL AT DELIVERING:
Fluid PyQt6, PySide6, & Qt6 custom graphic user interfaces (GUIs)
Real-time Computer Vision pipelines (Object detection, multi-class tracking, segmentation)
Multi-threaded background execution (QThreads) keeping your UI running smoothly at 60 FPS
Inference optimization via ONNX Runtime to drop hardware compute costs
Local database persistence setups and hardware/serial port API integrations
PROVEN ARSENAL:
I design production systems, including an advanced multi-camera traffic tracking dashboard running real-time YOLOv8 loops via ONNX, and native system-tray background automation clients.
Message me with your project specifications before order
Get to know Eyad Arshad
Eyad Arshad
AI Engineer specializing in Computer Vision, ML Systems, Python and CPP
- FromPakistan
- Member sinceOct 2018
- Avg. response time1 hour
Languages
Urdu, English
I am an AI engineer and C++ developer building production-ready desktop applications and computer vision systems. I don't build raw notebooks; I deliver optimized software engineered to survive real-world loads.
PROVEN WORK:
• HELIX: ML malware detection client with x86 instruction emulation (99.6% accuracy).
• Smart Traffic: Real-time YOLOv8 over ONNX on 4 camera feeds with Arduino hooks.
• UtiliSOFT: 7-module native C++/Qt6 enterprise desktop ERP layout.
Need a zero-lag PyQt6 app or clean native system? Message me before ordering—let's scope your architecture.
My Portfolio
FAQ
Do you build the user interface using Python or C++?
I build high-performance graphic user interfaces utilizing both Python (PyQt6/PySide6) and native C++ (Qt6) depending entirely on your performance requirements and latency thresholds.
Can you optimize my YOLOv8 model to run faster on standard CPU or edge hardware?
Yes. I specialize in converting raw model checkpoints into optimized formats using ONNX Runtime. This significantly reduces latency and allows real-time inference on edge devices without relying on expensive cloud servers.
How do you prevent the software from freezing when running heavy machine learning models?
I architecture all my desktop applications using strict multithreading principles. By offloading heavy AI model inference and data processing pipelines to dedicated background worker threads (QThreads), the main UI remains beautifully fluid and responsive.
Will the final desktop application require the client to install Python or dependencies?
No. I deliver standalone, production-ready executables packaged with all internal dependencies completely bundled inside. Your users can run the native app instantly without installing an external compiler or running custom scripts.
