AI System ArchitectCory Schmaltz
Senior Network Engineer with 20+ years of experience designing, securing, and operating mission-critical networks for the Department of Defense, Space Force, and federal agencies. Expert in Cisco infrastructure (UCM, ISE, routers/switches), Zero Trust, and COMSEC, with a proven ability to integrate AI-driven automation to improve reliability, reduce manual toil, and accelerate incident response.
Recently engineered LLM-powered observability agents that cut NOC resolution time by 35% and predict outages with 89% accuracy—proving that AI enhances, not replaces, network excellence. Holder of TS/SCI clearance, with a track record of managing $1.4B+ network infrastructures serving 19.9K+ users.
What's included
AI System Architect - AI Agent, Voice AI, LLM, n8n Automation, RAG, ML
AI engineer and founder building fully autonomous AI systems that operate independently across content, marketing, and sales. Over 8 years of infrastructure expertise (Cisco, Zero Trust, TS/SCI environments) now focused on designing, deploying, and securing production AI agents using LLMs, LangChain, OpenAI, and custom fine-tuned models. I architect end-to-end AI workflows—from data ingestion and RAG pipelines to autonomous decision engines—that replace manual operations and return time to businesses. My flagship system, RageView, delivers AI-powered business assistants that learn client software, generate campaigns, and close leads—24/7, with measurable ROI. I bridge secure infrastructure and intelligent automation to build AI that’s reliable, auditable, and mission-ready.
Experienced Projects That Delivered Real Impact
✅ Autonomous Marketing Agent Platform (Founder, RangeView)
Built a multi-agent SaaS system using GPT-4 and LangChain that replaces manual marketing for 40+ SMBs—generating SEO content, A/B testing ads, and closing leads autonomously.
→ Boosted average client ROI from 1.8x to 5.8x
→ Cut campaign setup from 10 days → 1.5 days
→ $18K ARR per enterprise client | 92% 6-month retention
✅ AI-Powered Network Anomaly Detection (CompQsoft @ DoD-scale)
Engineered LLM agents that analyze telemetry from 19,900+ users to predict COMSEC failures and auto-resolve VLAN misconfigurations via Cisco ISE.
→ 89% prediction accuracy
→ Reduced incident response time by 40% (45 → 27 mins)
→ 30% fewer manual tickets weekly
✅ Secure AI Infrastructure for Classified ML (System High Corp)
Containerized ML services in air-gapped DoD environments using Docker/K8s and built compliant data pipelines processing 3.2PB of sensor data.
→ 50% faster threat-model training (14 → 7 days)
→ 100% pass rate in DoD AI ethics reviews across 12 projects
→ Automated RMF accreditation—saved 20 engineering hrs/week
✅ AI SOC Automation (BEW Global)
Deployed autonomous triage agents that resolved 95% of 500+ monthly security alerts without human intervention.
→ Prevented $450K in potential breach fines
→ Achieved 100% HIPAA/PCI compliance
Let's be clear!
This is the decade of AI and if it's not secure, explainable, and production-grade reliable, it doesn't belong in your stack. Trust isn't optional, just baseline.
So I specialize in autonomous agent architecture, RAG-powered decision engines, and AI systems that comply first.
Starting at$77.77 /hr
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Cory Schmaltz Denver, USA
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AI System ArchitectCory Schmaltz
Starting at$77.77 /hr
Senior Network Engineer with 20+ years of experience designing, securing, and operating mission-critical networks for the Department of Defense, Space Force, and federal agencies. Expert in Cisco infrastructure (UCM, ISE, routers/switches), Zero Trust, and COMSEC, with a proven ability to integrate AI-driven automation to improve reliability, reduce manual toil, and accelerate incident response.
Recently engineered LLM-powered observability agents that cut NOC resolution time by 35% and predict outages with 89% accuracy—proving that AI enhances, not replaces, network excellence. Holder of TS/SCI clearance, with a track record of managing $1.4B+ network infrastructures serving 19.9K+ users.
What's included
AI System Architect - AI Agent, Voice AI, LLM, n8n Automation, RAG, ML
AI engineer and founder building fully autonomous AI systems that operate independently across content, marketing, and sales. Over 8 years of infrastructure expertise (Cisco, Zero Trust, TS/SCI environments) now focused on designing, deploying, and securing production AI agents using LLMs, LangChain, OpenAI, and custom fine-tuned models. I architect end-to-end AI workflows—from data ingestion and RAG pipelines to autonomous decision engines—that replace manual operations and return time to businesses. My flagship system, RageView, delivers AI-powered business assistants that learn client software, generate campaigns, and close leads—24/7, with measurable ROI. I bridge secure infrastructure and intelligent automation to build AI that’s reliable, auditable, and mission-ready.
Experienced Projects That Delivered Real Impact
✅ Autonomous Marketing Agent Platform (Founder, RangeView)
Built a multi-agent SaaS system using GPT-4 and LangChain that replaces manual marketing for 40+ SMBs—generating SEO content, A/B testing ads, and closing leads autonomously.
→ Boosted average client ROI from 1.8x to 5.8x
→ Cut campaign setup from 10 days → 1.5 days
→ $18K ARR per enterprise client | 92% 6-month retention
✅ AI-Powered Network Anomaly Detection (CompQsoft @ DoD-scale)
Engineered LLM agents that analyze telemetry from 19,900+ users to predict COMSEC failures and auto-resolve VLAN misconfigurations via Cisco ISE.
→ 89% prediction accuracy
→ Reduced incident response time by 40% (45 → 27 mins)
→ 30% fewer manual tickets weekly
✅ Secure AI Infrastructure for Classified ML (System High Corp)
Containerized ML services in air-gapped DoD environments using Docker/K8s and built compliant data pipelines processing 3.2PB of sensor data.
→ 50% faster threat-model training (14 → 7 days)
→ 100% pass rate in DoD AI ethics reviews across 12 projects
→ Automated RMF accreditation—saved 20 engineering hrs/week
✅ AI SOC Automation (BEW Global)
Deployed autonomous triage agents that resolved 95% of 500+ monthly security alerts without human intervention.
→ Prevented $450K in potential breach fines
→ Achieved 100% HIPAA/PCI compliance
Let's be clear!
This is the decade of AI and if it's not secure, explainable, and production-grade reliable, it doesn't belong in your stack. Trust isn't optional, just baseline.
So I specialize in autonomous agent architecture, RAG-powered decision engines, and AI systems that comply first.
$77.77 /hr