AI Model Developer

4 weeks ago

Gurgaon, Haryana, India FIDIUS Advisory Full time

Job Summary

FIDIUS Advisory is seeking a skilled AI Model Developer to join our team. As a key member of our machine learning department, you will be responsible for developing and fine-tuning state-of-the-art machine learning models to automate image editing workflows.

Key Responsibilities

  • Research and develop machine learning models for image editing tasks, including object detection, segmentation, and image generation.
  • Leverage generative AI models, such as GANs, Diffusion models, and Transformers, to automate the creation of banners, product shoots, and other creative formats.
  • Fine-tune and optimize generative AI models for specific use cases and datasets.
  • Design and implement multi-model deployments in a containerized environment, leveraging orchestration tools like Docker and Kubernetes.
  • Configure and maintain systems for monitoring and alerting of ML services and infrastructure.
  • Integrate real-time data streaming and processing components, such as Apache Kafka, to enable efficient and scalable data pipelines.

Requirements

  • Solid understanding of generative AI models, including GANs, Diffusion models, Transformers, Stable Diffusion, and ControlNet.
  • Experience with platforms like Automatic1111 and ComfyUI.
  • Prior experience in fine-tuning GAN models and LoRAs using prepared datasets.
  • Optimise and deploy generative models in production environments.
  • In-depth knowledge of computer vision algorithms and image processing techniques.
  • Proven experience with common computer vision tasks, such as object detection, image segmentation, and tracking.

Good To Have

  • Experience with containerization technologies (e.g., Docker) and orchestration tools (e.g., Kubernetes).
  • Experience with frameworks like Triton Inference Server, TorchServe etc.
  • Familiarity with monitoring tools like Prometheus and Grafana is a plus.
  • Experience with data streaming platforms like Apache Kafka is preferred.
  • A good understanding of cloud computing platforms is an advantage.

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