Senior Machine Learning Engineer · Workday
Building reliable enterprise AI systems.
I'm Vinay Prasanth Kamma. I design and deliver enterprise AI platforms that move generative and agentic AI from prototypes into secure, measurable, production-grade systems.
My work spans enterprise AI architecture, LLM evaluation and governance, agentic systems, and cloud ML platforms.
10 years across ML, data, and applied AI
Senior Machine Learning Engineer at Workday
7 published articles
Areas of impact
Enterprise AI Architecture
Designing reusable platforms that connect generative AI with enterprise knowledge, structured data, and business workflows.
AI Evaluation & Governance
Building systems for continuous quality, safety, groundedness, bias, and production-behavior evaluation.
Agentic Systems
Developing modular agent architectures around skills, tools, memory, orchestration, and secure execution.
Cloud ML Platforms
Building scalable foundations for experimentation, data pipelines, model serving, monitoring, and governance.
Selected work
View all work →- 01
Enterprise AI Platforms
Architecting intelligent assistants that connect foundation models with enterprise knowledge, structured data, and business workflows.
- 02
AI Evaluation and Governance
Building modular evaluation platforms for ground-truth generation, quality and safety assessment, human review, and production monitoring.
- 03
Agentic AI Architecture
Designing skill-based agent frameworks with tools, memory, orchestration, secure execution, and agent-to-agent interoperability.
Featured writing
View all seven articles →About
10 years across ML, data engineering, analytics, and applied AI. Senior Machine Learning Engineer at Workday. Based in Dublin, California.
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