AI-enabled engineering
Embed AI into software delivery through Jira-orchestrated Agentic SDLC workflows, Claude Code, Codex, reusable prompt frameworks, and governed developer tooling.
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Experimentation → production capability
AI Enablement
I build practical AI capabilities that improve how enterprises develop, operate, and innovate.
AI creates value when it becomes part of everyday engineering and business operations—not as an isolated chatbot, but as an integrated capability. My work helps organizations move beyond experimentation through production-ready AI that improves developer productivity, knowledge discovery, automation, operations, and customer experience.
How I approach it
Architecture built to move.
Enterprise intelligence
Combine enterprise knowledge, retrieval-augmented generation, vector search, and agent architecture to deliver trusted assistance in Copilot, Codex, and ChatGPT Apps.
Operational AI
Use MCP, streaming AI, ITOps capabilities, governance, and emerging commerce protocols to connect intelligent agents safely to enterprise platforms and workflows.
Selected impact
FasterTime to market through agentic delivery
ConnectedKnowledge across Copilot, Codex, and ChatGPT
UCPEnterprise-ready agentic commerce
Experience in practice
Proof over posture.
- Enterprise AI strategy focused on practical engineering and business adoption.
- AI-powered developer productivity through Agentic SDLC, Jira orchestration, Claude Code, and Codex.
- Enterprise knowledge assistants using retrieval-augmented generation and governed knowledge access.
- Model Context Protocol and AI agent architectures connected to enterprise tools and operational workflows.
- Streaming AI applications, reusable prompt engineering frameworks, evaluation, governance, and security.
- Agentic commerce exploration and Google Universal Commerce Protocol implementation.
Jira orchestrationOpenAI APIsClaude CodeCodexMCPStreaming APIsVector searchEnterprise knowledgeAI agentsPrompt engineeringLLM integrationRAG
My current focus is building AI systems that integrate with enterprise platforms instead of existing separately—turning intelligence into a governed, reusable part of how the organization works.