About AI71:
AI71 is an industry leader in artificial intelligence, delivering innovative solutions that empower developers, businesses and governments to solve complex challenges. AI71 builds secure, enterprise-ready applications powered by cutting-edge technology—tailored for knowledge workers and sector-specific needs. AI71 bridges the gap between advanced AI and real-world impact. Guided by a strong commitment to research and responsibility, we create transformative solutions that drive progress and empower communities.
The Role
We are seeking 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.
What You&aposll Do:
Develop & Deploy AI Models:
- 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.
Image Processing & Enhancement:
- Develop lossless image compression and feature extraction techniques.
- Improve image pre-processing pipelines for architectural data quality.
- Utilize OpenCV and Deep Learning for drawing analysis.
Fine-Tuning & Model Adaptation:
- 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.
AI Model Optimization & Deployment
- 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.
What You&aposll Bring:
- Computer Vision & Deep Learning: OpenCV, YOLO, R-CNN, Mask R-CNN, EfficientNet
- OCR & Symbol Extraction: Tesseract, EasyOCR, NLP for document parsing
- Fine-Tuning & Transfer Learning: Vision-Language Models (VLMs), CLIP, Transformer-based architectures
- Programming: Python, C++
- Cloud & Deployment: AWS, Azure, GCP, TensorFlow Serving, ONNX
- Image Processing: Feature extraction, noise reduction, compression techniques
- 7+ 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.
Why AI71:
- Mission-Driven Work: Work on cutting-edge AI applications with a talented and passionate team, solving real-world challenges in critical sectors.
- Unparalleled Opportunity: This is a chance to innovate and solve real-world challenges using AI at a company with unique access to world-leading models and resources.
- Career Growth: We offer competitive compensation, benefits, and significant career growth opportunities as a foundational member of the team.
- World-Class Environment: Enjoy a flexible working environment and the latest tools & technologies needed to do your best work.
