Machine Learning Vision Specialist

2 days ago


Karachi, Sindh, Pakistan IRVINEi Full time
Senior Machine Learning Vision Specialist

We are seeking a highly skilled Machine Learning Vision Specialist to join our team and help drive innovation in AI-driven object detection, segmentation, and pose estimation. If you have a strong background in machine learning and vision models and have delivered successful projects, we'd love to hear from you.

Key Responsibilities:

  • Develop and optimize machine learning models for real-world applications, including object detection, segmentation, and pose estimation.
  • Implement ML pipelines for model training, evaluation, deployment, and post-production improvements based on user feedback.
  • Work on Visual Language Models (VLMs) to develop advanced vision-based analysis—understanding what's happening in videos and assessing the severity of events.
  • Deploy models on production servers, optimize for scalability, and improve system performance. Collaborate with the AI/ML team to continuously enhance model accuracy and robustness.
  • Collaborate with AI, engineering, and product teams to integrate models into our smart security and surveillance solutions.

What We're Looking For:

  • Strong expertise in object detection, segmentation, and pose estimation.
  • Experience with YOLO, Detectron, Mask R-CNN, and other industry-standard models.
  • Hands-on experience with ML pipelines for vision models, from training to deployment and retraining based on real-world feedback.
  • Deep understanding of VLMs (Visual Language Models) and ability to develop event analysis solutions from videos.
  • Proficiency in Python, TensorFlow, PyTorch, OpenCV, and related frameworks.
  • Experience in deploying models in cloud-based and edge environments.
  • Hands-on experience in deploying models on production servers and optimizing performance.

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