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Skills

  • C++
  • Computer Science
  • Embedded Systems
  • Esp-idf
  • Firmware Development

Services

  • Motion Detection Firmware Development

    $45/hr Starting at $5K Ongoing

    Dedicated Resource

    I provide professional firmware development services for motion detection systems using ESP32-CS6 with WiFi CSI capabilities. This service is ideal for smart surveillance, IoT automation, and embedded...

    C++Computer ScienceEmbedded SystemsEsp-idfFirmware Development

About

Sr. expert in AI, C++, Python, Qt, ROS, PyQT, Pyside, CV, OpenCV, CUDA(Embedded)

👋 Hi
I'm a Senior Computer Vision & Embedded Engineer with 10+ years of experience delivering cutting-edge solutions in computer vision, image processing, ROS2 applications, and AI deployment for embedded systems, GPUs, and cross-platform environments. I specialize in transforming complex algorithms into optimized, user-friendly, and production-ready applications across Windows, macOS, iOS, and Android.

🔍 Core Expertise – Computer Vision, Qt, and AI
I specialize in crafting intelligent visual systems using a blend of deep learning frameworks (PyTorch, TensorFlow, Keras) and traditional CV algorithms, all integrated into clean and responsive user interfaces using Modern C++ with Qt (Widgets & QML), PyQt, Pyside and C++Builder.
I’ve built advanced ROS2 applications
Key Areas:
• Object Detection & Track · Segmentation · Feature Extraction
• Image Registration · Pattern Matching · Multi-view Alignment
• Camera Calibration · Real-time Image Stitching
• Image Quality Enhancement (AI + Classical Techniques)
Tools & Libraries: OpenCV, NumPy, SciPy, scikit-learn, Matplotlib, Pandas
Platforms: Windows · macOS · iOS · Android

💻 Software Development
I provide full-cycle development in C++ and Python from research prototypes to production-ready systems:
• Cross-language integration using pybind11
• Code refactoring, performance tuning, and testing (unit/integration)
• Porting from Python/MATLAB to embedded-friendly C++

⚙️ Performance Optimization
I don’t just implement algorithms—I maximize efficiency:
• Parallelism: OpenMP, Intel TBB, multi-threading
• GPU Acceleration: CUDA, OpenCL, TensorRT, TensorFlow Lite
• SIMD Vectorization: SSE, AVX, ARM NEON
• Optimized deployment using CoreML, NCNN, OpenCV DNN

📦 Embedded AI & Edge Deployment
I specialize in deploying computer vision and AI pipelines on edge AI hardware, including:
• NVIDIA Jetson (Xavier, Orin)
• Qualcomm Snapdragon, Renesas, Raspberry Pi, STM32
• SDKs: JetPack, SNPE, Halide, NCNN, CoreML, OpenCV DNN
Whether you're building real-time vision pipelines on Jetson or ultra-efficient models on microcontrollers, I deliver scalable, hardware-aware solutions.

Let’s collaborate to turn your computer vision challenges into fast, robust, and deployable systems.
I’m ready to contribute to your next breakthrough.
Thanks

Work Terms

- Work Terms → Recurring Payments
- Goal → Long-term / full-time
- Backup → Hourly if client prefers