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AhmedGwely/README.md
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β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•‘β•šβ–ˆβ–ˆβ•”β•β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β•  β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘    β–ˆβ–ˆβ•‘   β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•”β•β•β•  β–ˆβ–ˆβ•‘    β•šβ–ˆβ–ˆβ•”β•  
β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•‘  β–ˆβ–ˆβ•‘β–ˆβ–ˆβ•‘ β•šβ•β• β–ˆβ–ˆβ•‘β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•”β•    β•šβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•”β•β•šβ–ˆβ–ˆβ–ˆβ•”β–ˆβ–ˆβ–ˆβ•”β•β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ•—β–ˆβ–ˆβ•‘   
β•šβ•β•  β•šβ•β•β•šβ•β•  β•šβ•β•β•šβ•β•     β•šβ•β•β•šβ•β•β•β•β•β•β•β•šβ•β•β•β•β•β•      β•šβ•β•β•β•β•β•  β•šβ•β•β•β•šβ•β•β• β•šβ•β•β•β•β•β•β•β•šβ•β•β•β•β•β•β•β•šβ•β•   

AI Engineer Β· Computer Vision Β· IoT Β· Edge Intelligence

Typing SVG


⚑ About Me

"I don't just write code β€” I build systems that perceive, think, and act in the real world."

I'm an AI Engineer from Egypt, obsessed with pushing intelligence beyond the cloud and onto the edge. My work lives at the crossroads of Computer Vision, Deep Learning, and IoT β€” building systems that see, understand, and respond to the physical world in real time.

  • πŸ“ Smart Poultry Farm β€” AI-powered monitoring system combining Computer Vision + IoT sensors for livestock health and behavioral analytics
  • πŸ“‘ Radar-Camera Fusion System β€” Real-time object detection & number recognition pipeline merging radar signals with visual data
  • 🧠 Edge AI Enthusiast β€” Actively deploying LLMs and CV models on constrained hardware (Raspberry Pi, Arduino, embedded Linux)
  • πŸ† Hackathon Competitor β€” Proven track record in AI/IoT competitions and open-source contributions
  • 🌱 Currently Exploring β€” Cloud-native AI deployment, TinyML, and quantized LLM inference on edge devices

πŸ› οΈ Tech Stack

Languages & Frameworks

Python C++ TensorFlow PyTorch OpenCV

Hardware & Embedded

Arduino Raspberry Pi Linux

Cloud & DevOps

AWS Docker Git


πŸš€ Featured Projects

πŸ“ Smart Poultry Farm AI

IoT + Computer Vision + Cloud

An end-to-end intelligent farm management system that monitors poultry health, behavior, and environment in real time.

  • 🎯 Real-time disease detection via CV
  • πŸ“Š IoT sensor fusion (temp, humidity, COβ‚‚)
  • ☁️ Cloud dashboard with alerts & analytics
  • πŸ€– Automated actuator control

Python TensorFlow MQTT Raspberry Pi AWS

πŸ“‘ Radar-Camera Fusion System

Signal Processing + Deep Learning

A hybrid detection system that fuses radar point clouds with camera frames to identify and recognize numbers on moving targets.

  • πŸ“‘ Radar signal preprocessing pipeline
  • πŸ”’ Real-time number recognition (OCR + DL)
  • 🎯 Multi-sensor data fusion
  • ⚑ Low-latency inference engine

Python OpenCV PyTorch Signal Processing C++


πŸ“Š GitHub Analytics


πŸ“ˆ Contribution Activity


🎯 Current Focus

class AhmedGwely:
    def __init__(self):
        self.role = "AI Engineer"
        self.location = "Egypt πŸ‡ͺπŸ‡¬"
        self.languages = ["Python", "C++", "Arabic", "English"]
        
    @property
    def current_focus(self):
        return [
            "LLM deployment on edge devices (TinyML, GGUF, llama.cpp)",
            "Cloud-native AI pipelines (AWS SageMaker, Lambda)",
            "Real-time multi-sensor fusion architectures",
            "Contributing to open-source AI/CV projects",
        ]
    
    @property
    def expertise(self):
        return {
            "Computer Vision":  ["Object Detection", "Tracking", "OCR", "Segmentation"],
            "Edge AI":          ["Model Quantization", "ONNX", "TensorRT", "TFLite"],
            "IoT":              ["MQTT", "ESP32", "RPi", "Sensor Fusion"],
            "Deep Learning":    ["CNNs", "Transformers", "YOLO", "Transfer Learning"],
        }
    
    def life_motto(self):
        return "Turn ideas β†’ intelligent systems β†’ real-world impact πŸš€"


me = AhmedGwely()
print(me.life_motto())

🌐 Let's Connect

LinkedIn GitHub Twitter Discord


Open to collaborations on AI, Computer Vision, and Edge Intelligence projects.

If you're building something that makes the physical world smarter β€” let's talk.

Profile Views

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  1. Temple-Run-GamePlay-With-Hand-Gestures Temple-Run-GamePlay-With-Hand-Gestures Public

    Python

  2. face-detection-in-webcame-with-arduino face-detection-in-webcame-with-arduino Public

    face detection in webcame with arduino modul that when face detection detects a face blue led turn on and buzzer too, and if there is no detection red led turn on

    C++ 1

  3. Deep-Dream-Gwely-s-Explorer-Web-with-Pretrained-Models Deep-Dream-Gwely-s-Explorer-Web-with-Pretrained-Models Public

    Developed a Deep Dream model using pretrained CNNs (VGG19, Inception, ResNet) to generate dream-like visualizations and enhance image features.

    Python 1

  4. Desktop-OCR-Application-with-GUI Desktop-OCR-Application-with-GUI Public

    Built an OCR tool for reading text from images using EasyOCR and OpenCV, with a user-friendly interface developed using Tkinter.

    Python 1

  5. Samsung-Innovation-Campus-Capstone-Task-IoT-Sensor-Data-Logger-on-Raspberry-Pi-Task Samsung-Innovation-Campus-Capstone-Task-IoT-Sensor-Data-Logger-on-Raspberry-Pi-Task Public

  6. Gwely-s-Neural-Style-Transfer-Application Gwely-s-Neural-Style-Transfer-Application Public

    Developed a Neural Style Transfer Application using VGG19 and PyTorch with a Gradio interface, exploring deep learning for creative AI while emphasizing ethical considerations around artists’ rights.

    1