Proven experience in developing and deploying diffusion-based image-generation pipelines.
Advanced proficiency in Python, with a strong portfolio of projects demonstrating expertise in ML and AI.
Extensive experience with ComfyUI, Automatic1111, diffusers library or other diffusion framework.
Deep understanding of machine learning principles, algorithms, and techniques, particularly in the context of image generation.
Responsibilities:
Design and Develop Diffusion-Based Pipelines: Create and optimize diffusion-based image-generation pipelines tailored for artists, ensuring high-quality and consistent outputs, using either ComfyUI,, Automatic1111 or custom Python code.
Integrate and Customize Tools: Leverage and customize tools such as ComfyUI, Automatic1111 or diffusers to meet the specific needs of our creative tool, ensuring seamless integration and usability.
Collaborate with Artists and Designers: Work closely with artists and designers to understand their workflow needs and translate these into effective AI-driven solutions.
Stay Current with Advancements: Continuously monitor and integrate the latest advancements in machine learning and image generation, ensuring our tools remain cutting-edge.
Community Engagement: Actively participate in ML and AI communities, contributing insights and staying informed about emerging trends and technologies.
Optimize Performance: Analyze and optimize the performance of image-generation models, ensuring efficiency and scalability in production environments.
Documentation and Training: Develop comprehensive documentation and training materials to support users in effectively utilizing the creative tool.
Troubleshoot and Support: Provide technical support and troubleshooting for any issues related to the image-generation pipelines, ensuring minimal downtime and maximum productivity for users.
Conduct Research and Development: Engage in R&D to explore new techniques and methodologies that can enhance the capabilities of our creative tool.
Collaborate with Development Teams: Work alongside other developers to ensure the seamless integration of AI workflows within the overall architecture of the creative tool.
User Feedback Integration: Gather and analyze user feedback to continuously improve the functionality and user experience of the creative tool.
Maintain Code Quality: Ensure high standards of code quality, including writing clean, maintainable code and conducting regular code reviews.