Machine Learning Engineer - Computer Vision

Machine Learning Engineer (Document Intelligence & OCR) Experience : 47 Years | Location: Noida (Hybrid) Impact at VELLOE As a Machine Learning Engineer (Document Intelligence & OCR), you will build AI-powered OCR and intelligent document processing solutions using Computer Vision, Deep Learning, and Document Intelligence. You will have hands-on experience in designing, training, and deploying CNN and Vision Transformer (ViT) models for document classification, information extraction, fraud detection, and OCR of financial and identity documents. Job Responsibilities : In this role, you will : - Design, train, and deploy Machine Learning and Deep Learning models. - Develop Document Intelligence and OCR solutions for paystubs, bank statements, invoices, tax forms, and identity documents. - Build and optimize CNN and Vision Transformer (ViT) models for document classification, layout analysis, object detection, and text extraction. - Develop scalable AI services using Python, FastAPI, or Flask. - Improve model accuracy, inference performance, and production scalability. - Collaborate with engineering teams to deploy AI solutions in cloud environments. Required Qualifications : The top candidate will have : - Programming: Python, FastAPI, Flask. - Machine Learning: Scikit-learn, XGBoost. - Deep Learning: PyTorch, TensorFlow, Keras. - Computer Vision: CNN, Vision Transformers (ViT), OpenCV, YOLO. - Document Intelligence: OCR, Intelligent Document Processing (IDP), Layout Analysis, Key-Value Extraction. - Cloud & DevOps: Docker, Git, AWS/Azure. - Databases: PostgreSQL, MongoDB, Redis. Bonus Qualifications Ideally you have : - Generative AI: Hugging Face, LLMs, LangChain, RAG. Ideal Candidate : - Hands-on experience designing, training, and deploying CNN and Vision Transformer (ViT) models. - Comfortable working across document classification, information extraction, fraud detection, and OCR of financial and identity documents. Key Skills : Machine Learning, Deep Learning, Python, Computer Vision, CNN, Vision Transformer (ViT), OCR, Document Intelligence, Intelligent Document Processing (IDP), PyTorch, TensorFlow, OpenCV, YOLO, FastAPI, Flask, Scikit-learn, Hugging Face, LLM, LangChain, RAG, Docker, PostgreSQL, MongoDB, Redis. .