Pakistan Job Openings
FiveRivers Technologies
Computer Vision Engineer
Lahore
FULL TIME
November 19, 2024
Job Information
Job Description
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Research and develop image processing, object detection, tracking, and recognition algorithms.
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Work closely with clients to understand their business needs and translate them into technical solutions
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Collect and curate datasets required for training and testing CV models.
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Perform data preprocessing, including image normalization, augmentation, and annotation.
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Use frameworks like Tensor Flow, Py Torch, or Open CV to build machine learning and deep learning models.
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Train models on large datasets, ensuring performance and accuracy.
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Fine-tune and optimize models for specific hardware (e.g., GPUs, TPUs, or edge devices).
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Collaborate with data scientists, engineers, and other stakeholders to integrate AI capabilities into existing systems and applications
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Provide technical guidance and support to team members, fostering a culture of innovation and continuous learning
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Stay up-to-date with the latest advancements in AI/ML technologies and trends, evaluating their potential impact on our projects and solutions
- Participate in pre-sales activities, including solution design, proposal development, and client presentations.
Requirements:
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Bachelor’s or above degree in Computer Science, Engineering, or a related field.
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3 years of hands-on experience in AI/ML development, with a focus on LLM, Gen AI, and Vector Embedding.
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Strong proficiency in programming languages such as Python, Java, or MATLAB.
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Deep Learning for CV: Familiarity with convolutional neural networks (CNNs) and their architectures (e.g., Res Net, YOLO, U-Net, Faster R-CNN).
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Understanding of transfer learning, fine-tuning, and pre-trained models.
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Experience with training, testing, and deploying deep learning models.
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Image Processing Fundamentals: Techniques like filtering, edge detection, color spaces, transformations (Fourier, wavelets), and feature extraction.
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Computer Vision Techniques: Object detection, recognition, and segmentation, Optical flow, 3D vision, and depth estimation, Motion tracking and pose estimation, Image generation and enhancement (GANs, super-resolution).
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Experience with domain-specific CV applications, such as facial recognition, OCR, medical imaging, autonomous vehicles, or security systems.
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Excellent communication skills and the ability to effectively collaborate with cross-functional teams and clients.
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Strong problem-solving skills and a passion for leveraging AI to drive business impact.
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