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menuka400/README.md

โœจ Menuka Hashen Jayasurya โœจ

Typing SVG

About Me

  • ๐Ÿ”ง Expertise: Embedded Systems Engineer with strong Computer Vision background
  • ๐ŸŒฑ Previously: Machine Learning Developer Intern and AI Engineer Intern at Spera Labs
  • ๐Ÿค– Specialization: AI, Machine Learning & Deep Learning for embedded platforms
  • ๐ŸŒ IoT Enthusiast: Building intelligent edge devices and IoT solutions
  • ๐Ÿ‘๏ธ Core Strength: Real-time Computer Vision systems and Edge AI deployment
  • โšก Passionate: About bridging hardware and AI to create innovative solutions
  • ๐Ÿš€ Always: Pushing boundaries in embedded AI and smart systems!
  • ๐Ÿง  Skills: Deep Learning, Computer Vision, IoT Architecture, Embedded AI
  • ๐ŸŽฎ Hobbies: Gaming, Tech Exploration, Hardware Tinkering, Coding

Tech Stack

๐Ÿ”ฅ Programming & Languages

Python C C++ JavaScript Java

HTML5 CSS3 SQL Bash

๐Ÿง  AI & ML

TensorFlow PyTorch Keras Scikit Learn

Pandas Numpy Matplotlib Scipy

OpenCV YOLO Detectron2 MediaPipe

Hugging Face spaCy NLTK PIL

MLflow FastAPI Weights & Biases

OpenAI LangChain Streamlit

๐Ÿ”ง Embedded Systems & IoT

Raspberry Pi Arduino ESP32 Nvidia Jetson

MQTT Edge AI TensorFlow Lite ONNX

ROS Embedded Linux FreeRTOS

โ˜๏ธ Cloud & DevOps

AWS Azure Git GitHub Actions Docker

๐Ÿ’พ Databases & Tools

MongoDB MySQL Snowflake Power Bi

๐Ÿ“Š My GitHub Stats


๐Ÿ”ฃ Programming Languages

Top Languages

๐Ÿ Contribution Snake

github-snake

๐ŸŒ Connect With Me

LinkedIn Instagram Facebook X

๐Ÿ’ญ Daily Dev Quote

Dev Quote

๐ŸŽฎ Gaming Profile

๐Ÿ•น๏ธ Profile Visitors

Profile Views

๐Ÿ’ฐ Support My Work

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  1. AffectNet-Emotion-Recognition AffectNet-Emotion-Recognition Public

    Real-time facial emotion recognition system trained on the AffectNet dataset. Uses deep learning and OpenCV to detect and classify 8 different human emotions in live video feeds.

    Jupyter Notebook

  2. AI-Powered-Text-Audio-to-Image-Generator AI-Powered-Text-Audio-to-Image-Generator Public

    Transform words and voice into stunning AI-generated images! Features voice-to-image (via Whisper AI), text-to-image, history tracking, and a modern web UI powered by a Google Colab Python backend.

    Jupyter Notebook

  3. apple-detection-system-using-yolov8 apple-detection-system-using-yolov8 Public

    Apple Detection system using YOLOv8 instance segmentation. Trained on a custom dataset using the Ultralytics framework and Google Colab for accurate object detection and segmentation.

    Jupyter Notebook

  4. Driver-Safety-Guard- Driver-Safety-Guard- Public

    AI-powered driver monitoring system to detect distracted driving (drowsiness, phone use, smoking) using YOLOv8 and OpenCV. Integrates with an ESP32 microcontroller for real-time visual and audio alโ€ฆ

    Python

  5. face-recognition-system-using-aiven-PostgreSQL face-recognition-system-using-aiven-PostgreSQL Public

    Real-time face recognition system using OpenCV for detection, imgbeddings for 512-D vector extraction, and Aiven PostgreSQL (pgvector) for scalable embedding storage and similarity matching.

    Python

  6. FER-2013-Emotion-Recognition-Model FER-2013-Emotion-Recognition-Model Public

    Real-time emotion recognition model trained on the FER-2013 dataset. Uses a Convolutional Neural Network (CNN) built with TensorFlow/Keras and OpenCV to classify 7 distinct facial expressions.

    Python