Private Intelligence,
Built on Your Hardware.
From silicon to inference. Deployment, custom training, autonomous agents, tool integration, and the knowledge systems that ground them — all running on infrastructure you own, with zero cloud dependencies.
Start a conversationFull-Stack AI Capability
Private AI Deployment
On-premise AI systems that run entirely on your hardware. I select the compute platform, configure the inference stack, and deploy models tuned to your domain — with zero data leaving your network. From edge devices to enterprise GPU servers.
Custom Model Training
Domain-specific fine-tuning on your data. I build the full training pipeline — corpus curation, data structuring, quality filtering, GPU training, LoRA merging, and export to production-ready formats that run on consumer and enterprise hardware.
AI Agents & Multi-Model Systems
Autonomous AI agents that reason, plan, and execute tasks. I design multi-agent architectures where specialized models coordinate — one reasons through strategy while another executes the technical work. Purpose-built intelligence that operates independently on your infrastructure.
MCP Servers & Tool Integration
Custom Model Context Protocol servers that give AI models the ability to interact with your systems — databases, APIs, network devices, file systems, and internal tools. I build the bridge between your AI and your operational environment.
Prompt Engineering & Skills
System prompt architecture, instruction tuning, and AI skill development that shapes model behavior for your specific use case. I design structured prompts, output schemas, and reusable skill modules that turn general-purpose models into domain specialists.
RAG & Knowledge Systems
Retrieval-augmented generation pipelines that ground AI responses in your proprietary data. I build document ingestion, embedding pipelines, vector storage, and retrieval systems — all running locally, with no data leaving your environment.
Data Engineering & Analysis
Raw data is useless without structure. I build extraction, transformation, and loading pipelines that turn unstructured information into actionable datasets. From database design and optimization to business intelligence dashboards and automated reporting — I make your data work for you.
Building something more personal? See Personal AI Systems.