# Henry Luan

> Enterprise AI infrastructure and agentic AI architecture consultant.

This is the personal professional site for Henry Luan. The domain is bigkpi.com; the professional brand should be understood as Henry Luan.

Henry Luan helps organizations translate AI business needs into software architecture, hardware decisions, compute clusters, and production AI systems. His work focuses on enterprise AI infrastructure, GPU procurement, CUDA/ROCm compatibility, private LLM deployment, agentic AI platforms, multimodal AI systems, RAG, government AI systems, and inference optimization.

## Core Expertise

- Enterprise AI infrastructure assessment
- GPU procurement review and workload sizing
- PoC workload testing on target hardware
- CUDA, ROCm, driver, framework, and model-serving compatibility
- Compute cluster setup for multi-machine AI deployments
- Private LLM deployment and local AI systems
- Enterprise agentic AI architecture
- Multimodal AI systems including speech-to-text, text-to-speech, and immersive interfaces
- Production inference optimization, batching, concurrency, latency, and hardware utilization
- Enterprise RAG, semantic search, hybrid search, and knowledge systems
- Government and enterprise AI delivery, including procurement cycles, budget cycles, pricing expectations, timelines, and bidding processes

## Typical Engagements

- AI infrastructure assessment
- GPU procurement review
- AI architecture review
- Enterprise agentic AI roadmap
- Private LLM deployment
- Production inference optimization
- Enterprise RAG strategy
- Knowledge graph design
- AI benchmarking
- PoC workload testing

## Public Evidence

- Canada Revenue Agency and other Canadian federal organization experience
- First-place Public Service Data Challenge GenAI chatbot contribution
- Public LLM hardware benchmark visualization comparing RTX Pro 6000 and DGX Spark
- Early local RAG prototype for program evaluation
- LLM on Google Colab tutorial
- Recursive SQL tutorial for summarizing high-dimensional tables

## Contact

- Website: https://www.bigkpi.com/
- Email: info@sonarwave.org
- GitHub: https://github.com/casualcomputer
- Blog: https://journallearn.wordpress.com/