Available for Consulting
AI/ML Architect & LLM Infrastructure Expert
I help enterprises build cost-effective, scalable AI systems. From LLM infrastructure design to token optimization strategies, I bring a practical, engineering-focused approach to AI implementation.
Areas of Expertise
Specialized in enterprise AI infrastructure with a focus on practical, cost-effective solutions.
LLM Infrastructure
Designing and implementing scalable LLM infrastructure for enterprise applications, including API orchestration, self-hosted deployments, and hybrid architectures.
Cost Optimization
Reducing LLM operational costs by 40-60% through token optimization techniques, intelligent routing, and data representation strategies.
RAG Systems
Building production-grade Retrieval Augmented Generation systems that combine the power of LLMs with your proprietary data sources.
Enterprise Architecture
Designing AI systems that meet enterprise requirements for security, compliance, scalability, and integration with existing infrastructure.
Featured Work
Open-source projects and frameworks that solve real enterprise problems.
TOON Converter
Token-Optimized Object Notation - A data format that reduces LLM token consumption by 40-60% while maintaining semantic fidelity.
PythonNuGetOpen Source
LLM Cost Analysis Framework
Decision framework for enterprise architects comparing API vs self-hosted LLM deployments with real cost modeling.
EnterpriseArchitectureCost Modeling
Latest Articles
Deep dives into AI architecture, LLM optimization, and enterprise implementation strategies.
January 2026·12 min read
API vs. Self-Hosted LLMs: A Cost Analysis Framework
When does it make sense to run your own models? The answer isn't as obvious as vendor pricing pages suggest.
January 2026·10 min read
TOON: Token-Optimized Object Notation
Introducing a new data format that reduces LLM costs by optimizing how structured data is represented in prompts.
Ready to optimize your AI infrastructure?
Whether you're building your first LLM application or scaling an existing system, I can help you make the right architectural decisions.