Python Architect
2 weeks ago
Experience: 10+ Years
Work Mode: Work From Office
Requirements:
• Design and architect Python-based applications for efficiently handling large volumes of images and seamlessly integrating deep learning models.
• Create scalable and modular solutions that accommodate growth in both data and model complexity.
Image Processing:
• Develop and implement advanced image processing algorithms for tasks such as image recognition, segmentation, and feature extraction.
• Optimize image processing workflows for high performance and low latency.
Deep Learning Model Integration:
• Integrate deep learning models into Python applications, ensuring proper functionality, scalability, and performance.
• Collaborate with data scientists to understand model requirements and implement effective integration strategies.
Application Development:
• Lead the development of Windows applications using Python, integrating image processing and deep learning capabilities.
• Ensure seamless integration with the Windows operating system and design user interfaces for optimal user experience.
Performance Optimization:
• Identify and address performance bottlenecks in image processing and deep learning model execution.
• Implement best practices for code optimization to enhance overall system performance.
Project Management:
• Collaborate with cross-functional teams, including software developers, data scientists, and UI/UX designers.
• Communicate effectively with stakeholders to gather requirements and provide updates on project progress.
• Work closely with the quality assurance team to develop and execute test plans for both functionality and performance.
• Conduct code reviews to ensure adherence to coding standards and best practices.
• Create comprehensive technical documentation for architecture, algorithms, and codebase.
• Provide documentation for end-users and data scientists, ensuring they have the necessary information for optimal utilization of applications and models.
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