Artificial Intelligence that is more Intelligence than Artificial

TS/SCI Eligible | Avondale, AZ | 100% Linux Builds

AI Infrastructure Specialist

I build production AI systems that actually run. Not tutorials. Not demos. Systems that handle real workloads, real users, and real deadlines.

Why This Matters

Most "AI consultants" fall into three categories. None of them build, maintain or optimize systems that survive first contact with production.

Data Scientists

They build models that crash in production. Great at theory, no infrastructure experience.

Cloud Architects

They design systems they've never actually run. Everything looks clean until GPU memory fills up.

Generalists

They follow tutorials until something breaks. Then they're stuck.

Production Specialist

I've built and run the actual systems. Multi-GPU workloads, 50TB+ storage arrays, vector databases with millions of documents, automated backups with 30-day retention. This isn't a home lab. It's a production environment.

What I actually run daily:

Production Infrastructure

Everything on this page runs on the same stack I build for clients. No demo environments. No sandbox setups. Production systems handling real workloads, real users, and real deadlines.

🐳

Container Orchestration

12+ Production Services
  • Automated health monitoring
  • Zero-downtime deployments
  • Service mesh networking
  • Centralized logging
  • Auto-restart on failure

Every container monitored. Every failure logged. Every deployment verified.

💾

Storage Architecture

50+ TB Managed Storage
  • Multi-tier drive configuration
  • Incremental backup system
  • Manifest verification
  • Sub-5min file restore
  • No single point of failure

Automated backups with 30-day retention. Full system rebuild capability.

🎮

GPU Compute

Multi-GPU Deploy-on-Demand
  • CUDA-optimized workloads
  • Multi-model inference
  • Fine-tuning pipelines
  • Batch processing queue
  • Memory optimization

35B+ parameter models running locally. Multi-GPU deployment per project scope. Custom memory management for consumer and enterprise hardware.

🔄

Backup + Recovery

4 Tier Retention Policy
  • Hourly state snapshots
  • Daily incremental backup
  • Weekly compressed archive
  • Monthly golden archive
  • Off-site replication ready

JSON manifest verification. Instant single-file restore. Complete disaster recovery documentation.

Target Industries

I specialize in AI infrastructure for regulated and production-heavy environments where downtime costs money and compliance isn't optional.

🏥

Medical / Healthcare

HIPAA-compliant builds, patient data isolation, audit trails

🎬

Entertainment / Media

Character-consistent video, batch generation, asset management

⚖️

Legal

Document RAG, case research, privileged data isolation

📦

Production / Inventory

Real-time tracking, predictive analytics, supply chain optimization

Compliance & Security

Multi-compliance validation for regulated industries. All builds include security hardening, access control, and audit logging by default.

HIPAA (Healthcare)
DoD TS/SCI Eligible if Required
SOC 2 Ready Infrastructure
GDPR Data Isolation
Audit Logging (IMAP, Access, System)
Professional Liability & Cyber Insurance
100% Linux - No Licensing Overhead

Note: All infrastructure is built on open-source stacks. No licensing costs, no forced updates, no telemetry. You own the system, not a vendor.

Service Packages

Tiered offerings based on complexity and scope. All projects include documentation, handoff training, and 30-day post-deployment support.

Infrastructure Audit

$5,000 - $10,000

3-5 days

I'll review your current AI infrastructure and tell you what's broken, where you're wasting money, and what you actually need vs. what you think you need.

  • Current state assessment
  • Security vulnerability scan
  • Performance bottleneck analysis
  • Cost optimization review
  • Compliance gap identification
Deliverable: Written report with prioritized action items and cost/benefit analysis.

Local LLM Deployment

$15,000 - $25,000

1-2 weeks

Full local LLM stack deployment optimized for your hardware and use case. Commercial alternatives to Ollama include vLLM, TGI (Text Generation Inference), and Llama CPP for production environments.

  • NVIDIA RTX/Blackwell GPU optimization
  • Model selection based on customer hardware (no artificial limits)
  • CUDA configuration for your VRAM
  • API endpoints for application integration
  • Performance benchmarking
  • Model quantization (GGUF, GPTQ, AWQ)
Deliverable: Working LLM system with API documentation and integration guide.

RAG System Build

$30,000 - $60,000

3-6 weeks

Complete retrieval-augmented generation pipeline with your data indexed and searchable. Supports PostgreSQL, MySQL, and specialized vector database systems.

  • Document ingestion (PDFs, databases, web, APIs)
  • Embedding model selection + vector database
  • Hybrid search (semantic + full-text)
  • Integration with your LLM of choice
  • Access control + audit logging
  • Chunking strategy optimization for your data
  • Query latency optimization (sub-100ms targets)
Deliverable: Production RAG system with your data indexed and sub-100ms query response.

Full AI Infrastructure

$75,000 - $150,000

2-4 months

End-to-end AI infrastructure build for production environments. Includes fine-tuning pipelines, remote access configuration, and multi-GPU workload orchestration.

  • Container orchestration (Docker/Kubernetes)
  • Multi-GPU workload management
  • Storage architecture (50 Terabytes to 1 Petabyte scalable)
  • Backup + disaster recovery (30-day retention minimum)
  • Monitoring + alerting dashboards
  • Security hardening + compliance validation
  • Model fine-tuning infrastructure (LoRA, QLoRA, PEFT)
  • Air-gapped deployment options for classified environments
  • Automated hardware provisioning - supply the equipment, click to deploy, systems go live
Deliverable: Turnkey AI infrastructure node with runbooks, training, and SLA options.

Retainer: Ongoing Management

Starting at $5,000/month

I'll keep your systems running so you can focus on your business.

  • Monitoring + health checks (daily)
  • Security patches + updates (weekly)
  • Performance tuning (as needed)
  • Emergency support (24hr response)
  • Monthly status reports
Tiers:
  • Basic ($5k/mo) - 10hrs support, monitoring, patches
  • Standard ($12k/mo) - 25hrs support, + performance tuning
  • Premium ($25k/mo) - 50hrs support, + SLA, priority response

HIPAA Compliance Audit & Attestation

$35,000 - $150,000

4-8 weeks

Complete HIPAA Security Rule compliance audit with formal attestation. Partnered with licensed CPA firm for official HIPAA Security Rule Assessment and documentation required for covered entities and business associates.

  • Technical safeguards assessment (encryption, access control, audit controls)
  • Physical safeguards review (facility access, workstation security)
  • Administrative safeguards documentation (policies, procedures, training records)
  • Risk analysis and risk management plan validation
  • Business associate agreement (BAA) review
  • Formal attestation letter from partnered CPA firm
  • Remediation roadmap for any gaps identified
Deliverable: HIPAA Security Rule Assessment Report, formal attestation letter, compliance documentation package suitable for OCR audits.

Technical Stack

Vendor-neutral, stabilized, code reviewed open-source-first architecture. No proprietary lock-in, no licensing traps.

Docker / Kubernetes
CUDA Optimization
Vector Databases
Local LLM Inference
RAG Pipelines
Model Fine-Tuning (LoRA, QLoRA)
PEFT Parameter-Efficient Fine-Tuning
Distributed Training
Multi-GPU Workload Management
nginx Reverse Proxy
rsync Backup Systems
Prometheus / Grafana
Python / PHP / Bash
PostgreSQL / MySQL
Storage Arrays
vLLM Inference Server
TGI Text Generation Inference
Llama CPP GGUF Quantization
Automated Hardware Provisioning

Contact

Ready to build something that actually works for you?

Response time: 24 hours (usually faster)

Contact Me

No sales pitch. Tell me what you're trying to build, and I'll tell you if I can help.