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Arwindhraj/README.md

Hi there, I'm Arwin!

Student | Artificial Intelligence Enthusiast

I'm a passionate student eager to make a mark in the world of AI product development. I love the challenge of bringing innovative ideas to life through code and data.

️ Skills and Expertise

  • Programming Languages: C, Python, Html, CSS, JavaScript(basic)
  • Frameworks and Tools: Pytorch, Tensorflow, Keras, Scikit-learn, Git, Next, Docker
  • Hardware: Raspberry Pi, Jetson Nano
  • Soft Skills: Excellent listener, adaptive learner, strong teamwork abilities, effective time manager

Projects

Machine Vision System for Missing Operation (Bimetal Bearings Limited) :

Developed a machine vision system to identify missing features in metal pieces for Bimetal Bearing Ltd. Implemented the system across five machines in the production line, enhancing efficiency and ensuring quality control.

AI-Based Vision Inspection System for Surface Defects (Bimetal Bearings Limited) :

Engineered an AI-powered vision inspection system to detect surface defects on the inner and outer diameter of metal pieces. Leveraged advanced AI algorithms for precise defect identification, contributing to improved product quality and reduced manufacturing defects.

AI Based Facial Attendance System :

Developed an AI-based facial recognition system designed to streamline attendance tracking. The system leverages cutting-edge computer vision techniques for accurate recognition and registration of individuals based on their facial features. The system is optimized to run on Raspberry Pi, providing a flexible and accessible solution for attendance monitoring. Additionally, an application is included for convenient attendance management.

AI-based Attention Assist System :

The system excels in monitoring driver drowsiness, enhancing safety in various scenarios. The system employs computer vision to detect signs of distraction and provides timely alerts. Its adaptability to edge devices makes it a versatile solution for real-time attention monitoring.

Experience

  • Student at SREC: Pursuing a degree in Artificial Intelligence and Data Science
  • Intern at Bimetal Bearings Limited: Worked on an impactful projects involving computer vision and contributing to real-world applications in the industry.
  • LinkedIn: View my profile for detailed experience

Learning and Growing

I'm always looking for opportunities to expand my knowledge and contribute to meaningful projects. Feel free to reach out if you'd like to collaborate or discuss AI-related ideas!

Pinned

  1. AI-Attention-assist-system-using-MediaPipe AI-Attention-assist-system-using-MediaPipe Public

    Utilizing MediaPipe, a cross-platform framework for creating computer vision pipelines, we created an attention support system. The system uses EAR and MAR to assess the driver's level of drowsines…

    Python 1

  2. Arwindhraj Arwindhraj Public

    Wear your failures as a badge of honor.

  3. Custom-EasyOCR-model-Training Custom-EasyOCR-model-Training Public

    By leveraging the power of synthetic data generation and fine-tuned models, this project aims to enhance the accuracy and versatility of the EasyOCR model for text recognition from various images.

    Python 2

  4. ArunSK-15/Fake-vehicle-number-identification-system ArunSK-15/Fake-vehicle-number-identification-system Public

    Identification of Vehicles with Fake Numbers

    Python

  5. AI-generated-Text-Detector AI-generated-Text-Detector Public

    Python 1