Lead AI/ML Engineer
3 days ago
Description :
Role Overview :
We are seeking a seasoned hands-on AI/ML professional to lead initiatives in computer vision, with a strong focus on vision models, image & video processing and knowledge of low-footprint edge deployments.
This role will drive innovation across industrial use cases, collaborating with cross-functional teams to deliver scalable, production-grade vision solutions.
Key Responsibilities :
- Lead design and development of computer vision models including generative architectures (e.g., GANs, diffusion models) for image and video synthesis, enhancement, and understanding.
- Architect and optimize low-latency, low-footprint models for edge deployment (e.g., mobile, embedded systems, industrial sensors).
- Build and scale image & video analytics pipelines for real-time and batch processing (e.g., anomaly detection, activity recognition, object tracking, permit-to-work etc..).
- Collaborate with product, engineering, and business teams to translate industrial use cases into AI/ML solutions.
Required Skills & Qualifications :
to 12 years of experience in AI/ML, with 6 years in computer vision.
- Strong hands-on experience with deep learning frameworks (e.g., PyTorch, TensorFlow etc..).
- Expertise in generative models, image segmentation, object detection, and video understanding.
- Experience with multimodal models (vision language) with knowledge of fine-tuning and distilling vision models.
- Familiarity with MLOps, model compression, quantization, and performance tuning.
- Strong problem-solving skills and ability to work in fast-paced environments.
Preferred Qualifications :
- Proven experience in deploying models on edge devices.
- Experience with cloud platforms (Azure, AWS, GCP) and containerization (Docker, Kubernetes).
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