Artificial Intelligence Developer
4 weeks ago
About ODN:.
ODN is a tech-powered e-commerce enablement company that helps brands create high-quality content and drive results in a competitive marketplace.
We work with leading brands like H&M, FabIndia, United Colors of Benetton, and Hindware.
Our solutions range from creative shoots and catalog management to influencer marketing strategies, all tailored to meet the evolving needs of e-commerce brands.
Job Description :
We are seeking an experienced AI Developer with strong expertise in image processing to join our team.
This role involves developing and deploying cutting-edge AI models for image processing and analysis.
The ideal candidate should be skilled in designing machine learning and deep learning algorithms specifically for image-related tasks and comfortable working with large datasets to create highly efficient, scalable solutions.
Key Responsibilities :
- Develop, train, and deploy image processing models and algorithms for tasks such as object detection, image segmentation, classification, post production.
- Utilize machine learning (ML) and deep learning (DL) frameworks such as TensorFlow, PyTorch, or OpenCV to build robust AI solutions.
- Perform data preprocessing, augmentation, and feature extraction to optimize model performance.
- Collaborate with cross-functional teams to integrate AI solutions into the existing software infrastructure.
- Monitor, validate, and fine-tune models in production to ensure accuracy, reliability, and efficiency.
- Optimize models for performance and scalability, leveraging techniques like model pruning, quantization, and edge deployment as needed.
- Stay up-to-date with the latest advancements in computer vision and image processing, and explore their applicability to current and future projects.
- Document and present project progress, findings, and recommendations to both technical and non-technical stakeholders.
Required Skills & Experience :
- Proven experience (3+ years) in AI, machine learning, and image processing.
- Strong proficiency in machine learning and deep learning frameworks such as TensorFlow, Keras, PyTorch, and OpenCV.
- Expertise in image processing techniques and algorithms, including object detection, segmentation, classification, and image generation.
- Experience with data preprocessing, augmentation, and transformation for training robust models.
- Proficiency in programming languages such as Python (preferred), with knowledge of relevant libraries like NumPy, pandas, and scikit-learn.
- Familiarity with cloud-based AI platforms (e., AWS SageMaker, Google AI Platform) and experience in deploying models in production.
- Strong problem-solving skills and ability to work independently on complex tasks.
- Excellent communication skills for effective collaboration and documentation.
Preferred Qualifications :
- Advanced degree in Computer Science, Artificial Intelligence, Data Science, or a related field.
- Experience with edge deployment of image processing models and optimization techniques (e., TensorRT, ONNX).
- Familiarity with image and video processing tasks in real-time applications or experience in fields like augmented reality (AR), medical imaging, or facial recognition.
- Knowledge of version control (Git) and agile development practices.
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