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KRYPTON0078/README.md

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Welcome


Magne Dina Neves (Krypton)

Final-year ECE · University of Macau · Research Assistant, Cyber-Physical Systems · GitHub Developer Program Member

I build systems that sit between hardware, software, and security - robots and edge AI for industry, cyber-physical methods for research.


Industry

Robotics & embedded · edge computer vision · secure ROS2 / fleet ops · off-grid LoRa mesh · applied ML prototypes that ship (APIs, demos, mobile wrappers)

Research

Cyber-physical security · sensing & monitoring · energy-storage / ESMS agents · deepfake artifact detection · hardware–software co-design


Selected work: SpiderPi Edge-AI (1st · Robotics · IoT Data Hackathon HK 2026) · Off-grid LoRa / Meshtastic port · ros-cyber · Deepfake artifact detector (v0.1.0) · CofreSeguro · Agri-Link

Open to industry roles and research / RA / grad-track collaborations in CPS, robotics, and security.


💻 Core stack

C C++ Python PyTorch Java TypeScript Arduino Docker ROS

📊 GitHub Stats



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  1. Agri-Link Agri-Link Public

    Award winning agro-finance system integating blockchain for connecting China investors and portuguese-speaking countries producers to

    JavaScript

  2. Off-grid-Communication-System Off-grid-Communication-System Public

    Custom Meshtastic port: ESP32 + SX1278 LoRa off-grid mesh with OLED, battery, and 3D-printed enclosure

    C++ 3 2

  3. Smoking_Detection-Machine-Learning-Project Smoking_Detection-Machine-Learning-Project Public

    Computer-vision smoking detection pipeline — training, eval, and demo for real-world monitoring use cases

    Python 1

  4. ros-cyber ros-cyber Public

    ROS Cyber — Production-grade ROS2 cyber-physical security platform

    Python 2 1

  5. hes-agent-platform hes-agent-platform Public

    Home energy storage agent platform — Spring Boot, Redis/RocketMQ/MySQL, ops APIs for ESMS agents

    Java

  6. aerial-spatial-geoloc aerial-spatial-geoloc Public

    Aerial spatial geolocation — mapping imagery to geographic coordinates with CV/ML

    Python