Anthony Cook
I’m Anthony Cook, a Senior AI Engineer with 12 years of experience building AI infrastructure, observability frameworks, and cloud platforms that help teams run reliable, high-performing systems.
About
I’m Anthony Cook, a Senior AI Engineer with 12 years of experience building AI infrastructure, observability frameworks, and cloud platforms that help teams run reliable, high-performing systems. I enjoy turning complex AI workflows into practical capabilities—especially when it comes to integrating large language models and delivering scalable APIs that make AI easier to use in real products.
Across healthcare and enterprise environments, I’ve led work on monitoring, logging, security/compliance, CI/CD, and performance tuning to improve response times and operational efficiency. When I’m not engineering, I like getting outdoors and documenting moments through photography—my way of staying refreshed and creative.
- 12 years' experience
- Joined September 2026
Industry experience
- Healthcare
- Software & Internet
- Computers & Electronics
- Professional Services
Work experience
Designed and implemented observability frameworks to monitor AI systems and improve operational reliability and performance. Integrated large language models into existing platforms, developed managed cloud (MCP) solutions for scalable AI deployment, and built robust REST/GraphQL/gRPC/SOAP APIs using OpenAPI. Created development harnesses and testing environments for rapid prototyping, ensured security and compliance, and implemented logging/monitoring to proactively detect issues. Established CI/CD pipelines and performed performance tuning to improve response times and reliability, while mentoring junior engineers.
Developed cloud services for healthcare applications, integrating data sources through API management to support interoperability. Designed monitoring solutions for application performance and user engagement, created CI/CD practices to reduce deployment time-to-market, and ensured compliance with healthcare regulations and security standards. Conducted performance assessments, improved user experience via healthcare interfaces, implemented data visualization for stakeholders, provided training and support, and contributed to technology planning and roadmap alignment.
Contributed to data management systems to improve data storage and retrieval, supported API development for third-party integrations, and helped manage cloud infrastructure for better resource allocation and performance. Implemented monitoring tools to track application health, performed data analysis to inform product enhancements, and participated in QA and software testing. Assisted with security protocol implementation for sensitive data, wrote documentation, supported code reviews, and collaborated with teams in planning and delivery.
Education
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