COMPANY DESCRIPTION:
We are a leading furniture retailer specializing in home furnishing solutions. As we expand our offerings and enhance the customer experience, we are seeking a highly skilled and motivated AI Engineer to join our dynamic team. This is an exciting opportunity to work on cutting-edge AI technology and contribute to the development of an innovative system for generating furniture images based on cost, style, and color scheme.
RESPONSIBILITIES:
Develop and implement AI models for generating furniture images that align with specific cost ranges, styles, and color schemes.
Train and fine-tune generative models, such as GANs and VAEs, using large-scale furniture image datasets.
Incorporate attribute conditioning techniques into the AI models to enable user-guided image generation.
Collaborate with cross-functional teams to define requirements and evaluate performance metrics for the image generation system.
Conduct research on state-of-the-art generative models, computer vision techniques, and data preprocessing methods to enhance the system's capabilities.
Optimize and refine generated images using post-processing techniques like image editing, color correction, and style transfer.
Collaborate with software development teams to integrate the AI image generation system into user-friendly interfaces or platforms.
REQUIREMENTS:
Strong background in machine learning, deep learning, and computer vision techniques.
Proficiency in programming languages such as Python, along with experience using popular deep learning frameworks like TensorFlow or PyTorch.
Experience with generative models, including GANs or VAEs, and attribute conditioning techniques for image generation.
Solid understanding of data preprocessing, data augmentation, and image manipulation techniques.
Strong problem-solving abilities and a creative mindset to generate visually appealing and diverse furniture images.
Excellent analytical skills to evaluate model performance and optimize image generation processes.
Effective collaboration and communication skills to work in cross-functional teams and present complex concepts to stakeholders.
Demonstrated experience in AI projects, preferably with a portfolio showcasing work in computer vision, generative models, or image generation.