Job
Description
As a Python Developer at our company, you will be part of a dynamic team focused on developing web applications using Django and Flask. Your expertise in deploying and managing applications on AWS will be crucial for our projects. It is essential that you have proficiency in Django Rest Framework (DRF) and a solid understanding of machine learning concepts. Hands-on experience with tools like PyTorch, TensorFlow, and transformer architectures is also required. **Key Responsibilities:** - Develop, deploy, and optimize Python-based applications for Visual AI tasks such as image classification, object detection, and image generation. - Design, implement, and fine-tune machine learning models using frameworks like TensorFlow, PyTorch, and OpenCV. - Work with diffusion models, GANs, VAEs, and other generative models for tasks such as text-to-image and image-to-image generation. - Collaborate with cross-functional teams to integrate Visual AI capabilities into applications. - Conduct exploratory data analysis and implement feature engineering for AI/ML tasks. - Optimize models for performance, scalability, and accuracy. - Document and present findings, tools, and best practices to technical and non-technical stakeholders. **Required Skills:** - Strong proficiency in Python with experience in data science and machine learning. - Hands-on experience with frameworks like TensorFlow, PyTorch, OpenCV, and scikit-learn. - Good understanding of computer vision techniques like object detection, image segmentation, and image generation. - Familiarity with Generative AI techniques including GANs, VAEs, diffusion models, and LLaMA. - Experience with data manipulation tools like Pandas, NumPy, and visualization tools like Matplotlib and Seaborn. - Knowledge of cloud platforms (AWS, GCP, or Azure) and tools like Docker for model deployment. - Familiarity with model optimization techniques, including transfer learning, fine-tuning, and LoRA. You will play a vital role in leveraging your skills and experience to contribute to the innovative projects at our company. As a Python Developer at our company, you will be part of a dynamic team focused on developing web applications using Django and Flask. Your expertise in deploying and managing applications on AWS will be crucial for our projects. It is essential that you have proficiency in Django Rest Framework (DRF) and a solid understanding of machine learning concepts. Hands-on experience with tools like PyTorch, TensorFlow, and transformer architectures is also required. **Key Responsibilities:** - Develop, deploy, and optimize Python-based applications for Visual AI tasks such as image classification, object detection, and image generation. - Design, implement, and fine-tune machine learning models using frameworks like TensorFlow, PyTorch, and OpenCV. - Work with diffusion models, GANs, VAEs, and other generative models for tasks such as text-to-image and image-to-image generation. - Collaborate with cross-functional teams to integrate Visual AI capabilities into applications. - Conduct exploratory data analysis and implement feature engineering for AI/ML tasks. - Optimize models for performance, scalability, and accuracy. - Document and present findings, tools, and best practices to technical and non-technical stakeholders. **Required Skills:** - Strong proficiency in Python with experience in data science and machine learning. - Hands-on experience with frameworks like TensorFlow, PyTorch, OpenCV, and scikit-learn. - Good understanding of computer vision techniques like object detection, image segmentation, and image generation. - Familiarity with Generative AI techniques including GANs, VAEs, diffusion models, and LLaMA. - Experience with data manipulation tools like Pandas, NumPy, and visualization tools like Matplotlib and Seaborn. - Knowledge of cloud platforms (AWS, GCP, or Azure) and tools like Docker for model deployment. - Familiarity with model optimization techniques, including transfer learning, fine-tuning, and LoRA. You will play a vital role in leveraging your skills and experience to contribute to the innovative projects at our company.
