BCBC Technologies · Engineering, AI systems & practical tools

Professional résumé

William James

AI Technical Lead · Systems Architect · AI Infrastructure Engineer
Charlotte, North Carolina

Professional Summary

Charlotte-area systems architect and technical leader with 30+ years of IT experience spanning Linux, networking, programming, hosting, security, production operations, and technical business ownership. Hands-on experience building Python-based LLM integrations, model-agnostic API gateways, multi-agent workflows, persistent project context, runtime health checks, and secure local/colocated services. Founder/operator background combines solution architecture, implementation, stakeholder communication, troubleshooting, documentation, and long-term platform ownership.

AI, Architecture & Leadership Strengths

CAPABILITYVERIFIED EXPERIENCE
Generative AI & LLM IntegrationOpenAI-compatible APIs; model/provider routing; prompt and workflow design; health, status, and failure-state visibility
Python & AutomationPython; Bash/shell; PowerShell; Perl; REST/API integration; browser utilities; systemd services; operational tooling
Agentic Workflowsmulti-agent orchestration; tool/action allowlisting; agent handoffs; runtime identity checks; persistent context; decision-state capture
Solution Architecturesecure API integration; service boundaries; reverse proxies; containers; deployment, rollback, backup, observability, and recovery
Linux & InfrastructureDebian/Linux; Proxmox VE; LXC; NGINX; TLS; SSH; DNS; routing; firewalls; OPNsense/pfSense; colocated infrastructure
Security & Governanceleast-exposure design; loopback/private administration; access controls; evidence-based validation; audit trails; explicit unknown/error states
Technical Leadershipfounder/operator leadership; platform ownership; product design; user and partner communication; technical documentation; long-term stewardship

Selected Ai & Infrastructure Work

  • BCBC AI Control Plane (ACP): Developed a safe browser-to-Python administration contract for local AI operations using allowlisted endpoints, loopback-only backend exposure, runtime-verified agent identity, structured status reporting, accurate error classification, systemd persistence, and rollback-first change control.
  • Model-agnostic AI gateway integration: Integrated multiple LLM/provider endpoints into local development workflows with API routing, provider configuration, authentication/key handling, health checks, response validation, and fault isolation across client, gateway, network, and model layers.
  • Persistent AI context and agent handoff architecture: Designed BES/PAIG concepts and working procedures that preserve decisions, tradeoffs, project state, and the reasoning behind technical choices so work can transfer between agents without re-proving settled facts.
  • Python AI workflow tooling: Built lightweight Python/browser/systemd tools for file-to-agent transfer, controlled agent launch/resume workflows, status inspection, and operational automation around LLM-assisted engineering work.
  • Colocated Linux platform: Deployed and operates a 1U Proxmox server, Linux containers, NGINX-hosted workloads, TLS, routing/firewall boundaries, publishing, backups, verification, and recovery procedures.

Production Platform & Technical Leadership

HeliFreak.com - Founder / Operator / Systems Administrator | Approximately 16 years; acquired in 2015

  • End-to-end platform ownership: Built and operated the Linux-hosted technical community, including server administration, forum software, programming, upgrades, backups, reliability, security, user administration, and daily production operations.
  • Growth and stakeholder leadership: Combined architecture, hands-on engineering, community leadership, customer support, and business ownership while translating user and operational needs into platform improvements through sustained growth and acquisition.

FreakTab.com - Founder / Administrator / Programmer / Infrastructure Operator

  • Collaborative delivery: Co-built and operated the platform with hands-on programming, Linux hosting, server administration, maintenance, troubleshooting, partner collaboration, and user-facing technical support.

FlightPowerUSA - Former Owner

  • Technical business operations: Led technical-product, customer-support, operational, and hands-on problem-solving work in an owner/operator role.

Education & Credentials

Associate of Applied Science (AAS), Programming - Keiser College

Earned credentials: Microsoft Certified Systems Engineer (MCSE); Novell Certified NetWare Engineer (CNE); Cisco Certified Network Associate (CCNA); CompTIA A+, Network+, and i-Net+

FAA Commercial Pilot Certificate - earned credential; current flight currency not implied

Operating Approach

Evidence-driven engineering: establish the real failure domain, change one variable at a time, preserve rollback, verify runtime state rather than trusting labels, document the result, and move forward once the bridge is crossed.

Web version transcribed from the September 5, 2026 résumé. Download the original Word document for its source formatting.