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Senior ML/AI Engineer

1 month ago


Abu Dhabi, Abu Dhabi, United Arab Emirates AI71 Full time
Senior ML/AI Engineer (Computer Vision and Image Processing)

AI71 is an applied research team dedicated to advancing cloud-based AI solutions for knowledge workers. Partnering closely with industry leaders, our cross-functional teams of AI experts deliver innovative products based on the cutting-edge research at the Technology Innovation Institute (TII). We are seeking an AI/ML Engineer with expertise in computer vision and image processing. The ideal candidate will develop and optimize deep learning models / VLMs for object detection, segmentation, classification, text extraction, and fine-tuning for domain-specific applications.

Key Responsibilities:

  • Train and optimize object detection, segmentation, and classification models for architectural drawings.
  • Fine-tune YOLO, R-CNN, and Transformer-based models to improve accuracy and efficiency for domain-specific tasks.
  • Implement OCR and symbol recognition for automated compliance checking.
  • Develop lossless image compression and feature extraction techniques.
  • Utilize OpenCV and Deep Learning for drawing analysis.
  • Customize and fine-tune pre-trained vision-language models (VLMs) while enabling their multimodal AI capabilities.
  • Optimize model parameters, embeddings, and transfer learning strategies to enhance performance and efficiency.
  • Continuously improve AI models based on real-world feedback, evolving datasets, and domain requirements.
  • Optimize model architectures to reduce computational costs while maintaining accuracy.
  • Deploy AI models on cloud or on-prem infrastructure with Docker/Kubernetes is a plus.
  • Integrate AI workflows into AutoCAD and BIM environments is a plus.

Key Skills & Technical Expertise:

  • Computer Vision & Deep Learning: OpenCV, YOLO, R-CNN, Mask R-CNN, EfficientNet
  • Fine-Tuning & Transfer Learning: Vision-Language Models (VLMs), CLIP, Transformer-based architectures
  • Programming: Python, C++
  • Cloud & Deployment: AWS, Azure, GCP, TensorFlow Serving, ONNX
  • 5+ years of Experience in the computer vision solutions
  • Strong problem-solving skills in computer vision applications.
  • Ability to optimize AI pipelines for real-world datasets.
  • Experience integrating AI models into software applications.
  • Familiarity with CAD tools (AutoCAD, Revit, DXF/DWF processing) is a plus.
Seniority level

Mid-Senior level

Employment type

Full-time

Job function

Information Technology

Industries

Technology, Information and Internet

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