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Tech Stack

  • Languages: Python, C++
  • Robotics: ROS2, OpenCV
  • AI/ML: PyTorch, TensorFlow
  • DevOps: Docker, Git, CI/CD
  • Others: Ubuntu, Raspberry Pi, Arduino

Projects

  • Robot Vision Feedback Loop - Industrial Anomaly Detection - Unsupervised anomaly detection system for industrial inspection using PatchCore + ResNet50. Learns normal patterns only and detects defects as deviations, making it suitable for real-world factory environments with unknown or rare failures.
  • Image Segmentation and Representation Learning - image segmentation and feature extraction pipelines, including autoencoder based representation learning to support downstream tasks such as object recognition and scene understanding.

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