Sr Ai/ML Ops Engineer

Job Title: Sr. AI/ML Engineer (Computer Vision & Image Processing)Objective: 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 : 1.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.2.Image Processing & Enhancement· Develop lossless image compression and feature extraction techniques.· Improve image pre-processing pipelines for architectural data quality.· Utilize Open CV and Deep Learning for drawing analysis.3.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.4. 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 Auto CAD and BIM environments is a plus.Key Skills & Technical Expertise: · Computer Vision & Deep Learning: Open CV, YOLO, R-CNN, Mask R-CNN, Efficient Net· OCR & Symbol Extraction: Tesseract, Easy OCR, NLP for document parsing· Fine-Tuning & Transfer Learning: Vision-Language Models (VLMs), CLIP, Transformer-based architectures· Programming: Python, C++· Cloud & Deployment: AWS, Azure, GCP, Tensor Flow Serving, ONNX· Image Processing: Feature extraction, noise reduction, compression techniques General Skills & Competencies: · 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 (Auto CAD, Revit, DXF/DWF processing) is a plus. #J-18808-Ljbffr