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How does John Mosquera approach the integration of AI and machine learning into existing systems?
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John approaches AI and ML integration by ensuring systems are 'AI-ready' and leveraging modular designs. He emphasizes the use of APIs and cloud-based AI services to seamlessly integrate AI capabilities. He advocates for fine-tuning open-source models to meet specific requirements and focuses on efficient deployments to minimize disruption. By prioritizing adaptability and scalability, he ensures AI integration enhances system functionality and performance. John Mosquera integrates AI and ML through AI-ready systems, modular designs, APIs, cloud services, and efficient open-source model fine-tuning.