Writing
Published papers.
Peer-reviewed articles on generative AI, MLOps orchestration, and content-management architecture — patterns I've worked with at scale at Walmart, written up for a wider audience.
Peer-reviewed publications · 3
- Paper·Journal of Computer Science and Technology Studies·July 8, 2025
Scaling Personalization with Generative AI
GenAI transforms customer personalization by moving beyond static rule-based systems to create dynamic, individualized experiences through continuous learning. The technology unifies disparate data sources, generates personalized content while maintaining brand consistency, and provides predictive capabilities that anticipate customer needs.
Generative AIPersonalizationCustomer ExperienceRead on al-kindipublisher.comDOI: 10.32996/jcsts.2025.7.7.45
- Paper·Sarcouncil Journal of Multidisciplinary·July 11, 2025
Generative AI in Content Creation and CMS Integration: Transforming Digital Content Management Through Intelligent Automation
Examines how generative AI integrates into content management systems through layered architectures (data services, orchestration, user-facing applications), enabling scalable content production while preserving editorial quality and brand consistency. Covers the co-pilot paradigm — AI handles automated blog generation, product descriptions, and personalized social content while humans retain strategic oversight.
Generative AICMSContent ManagementArchitectureRead on sarcouncil.com - Paper·International Journal of Computing and Engineering·2025
Explicit Orchestration in AI/ML Workloads: A Technical Analysis
Examines how explicit orchestration manages complex machine learning workloads in distributed systems — MLOps frameworks, automation tools, and ethical AI compliance requirements within enterprise ML architectures.
MLOpsDistributed SystemsAI/MLOrchestrationRead on ideas.repec.org