Coral AI - Senior ML Engineer
Requirements
• 3–9 years of experience in machine learning engineering or research • Proven experience in developing and deploying ML solutions for OCR, NLP, document processing, and/or speech/voice technologies • Proficiency with Python and ML frameworks like TensorFlow or PyTorch • Strong understanding of deep learning architectures (CNNs, RNNs, Transformers, etc.) • Experience with cloud platforms (AWS, GCP, or Azure) and scalable model deployment (Docker, Kubernetes) • Ability to analyze large datasets, develop metrics, and troubleshoot complex ML pipelines • Excellent problem-solving, communication, and teamwork skills • Willingness to work on-site in Bengaluru or NYC • Prior experience in healthcare AI, document AI, or voice-based healthcare applications • Familiarity with OCR toolkits (Tesseract, AWS Textract, Google Vision API, etc.) • Background in productionizing ML models in high-compliance environments
Responsibilities
• Design, build, and deploy scalable machine learning models for OCR, document understanding, and voice processing • Research and implement algorithms for extracting structured information from unstructured documents and audio • Optimize and fine-tune models for real-world performance and reliability • Work alongside product, data, and engineering teams to integrate ML solutions into production workflows • Analyze model outputs, perform error analysis, and iterate quickly based on results and feedback • Document methodologies, experiments, and best practices
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