Senior ML/AI Engineer
5 days ago
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.
Mid-Senior level
Employment typeFull-time
Job functionInformation Technology
IndustriesTechnology, Information and Internet
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