VIRAL::ARCHITECT
EMBLEM v1.00x00001:1 LOCKED

Nicholas King

Site Reliability EngineerSpecializing in production infrastructure, reliability automation, and regulated enterprise systems.

VIRAL
ARCHITECT

15+ years owning production reliability. On-call incident response. Automation that removes toil. Software engineering backed by production ownership.

// RELIABILITY ENGINEERING

01 / PRODUCTION

Service ownership, incident response, and controlled change across enterprise infrastructure and a production SaaS product.

99.9%

monthly availability objective · EquipQR

Own the service level

Operate a production SaaS service with public status monitoring, direct SMS outage alerts, and customer communication during significant interruptions.

How I operate

Availability commitments are tied to customer-impacting normal business operations. When the agreed service level is missed because customer operations are affected, the customer receives a 10% service credit for that billing month. During significant interruptions, I update the customer stakeholder at least hourly or when significant new information becomes available.

15+ years

continuous enterprise on-call · IBM through Kyndryl

Restore service. Close the loop.

Responded through nights, weekends, and holidays; personally led critical-service restoration and followed major incidents through to verified corrective actions.

How I operate

I have handled incidents caused by infrastructure failures and by my own changes. Root-cause analysis includes Five Whys, documented contributing factors, and corrective actions with named owners and due dates. RCA / Problem records remain open until actions from all responsible parties are completed and verified. The goal is to prevent recurrence and preserve operational knowledge.

2 weeks

production change freeze after an EquipQR outage

Let reliability constrain releases

After a significant hosting-platform outage, I paused production changes to avoid adding risk while the incident was fully resolved and the next service period began from a stable baseline.

How I operate

Service reliability directly informs release decisions. Change control includes risk assessment and rollback planning: production engineering must protect systems from unnecessary risk, including changes introduced by engineering teams themselves.

Monitoring & operational diagnosis

EquipQR public status ↗

Application and dependency health

EquipQR monitoring covers the application and its managed platform dependencies. Vercel or Supabase outages trigger direct notification; public status is available at status.equipqr.app.

Signals that distinguish failure modes

Tuned enterprise thresholds to customer operating requirements. Configured monitoring to distinguish individual service failure, monitoring-agent failure, and server or network unreachability; AD replication alerts identify specific replication failures.

Diagnosis and capacity

Correlate service and system logs; diagnose DNS, ports, firewalls, proxies, load balancers, TLS, and network paths. Apply historical utilization trends and forecasting concepts to anticipate capacity needs before resource exhaustion. Earlier troubleshooting also included packet captures.

// AUTOMATION THAT REMOVES TOIL

02 / ENGINEERING

DESIRED STATE / IBM BIGFIX

Idempotent remediation with BigFix

Remediate only the endpoints that need it.

Authored Fixlets that use endpoint state to decide whether a required domain-controller service needs remediation.

  1. Detect

    Relevance checks whether the service exists and is not running. Only endpoints in that incorrect state are applicable.

  2. Converge

    The action verifies startup type, changes it to Automatic only if necessary, then starts the service.

  3. Verify

    Once the service is running, the endpoint becomes non-relevant. Desired state provides a self-validating completion condition.

State-aware remediation supports safe repeated execution, reduces manual intervention, and makes fleet operations consistent. Applicability and post-action state drive the automation.

100+ CONTROLS / ACTIVE DIRECTORY

Specification-driven compliance with PowerShell

10+ minutes per server → seconds

Designed an idempotent Active Directory health-check and compliance framework for an environment where security restrictions prevented Ansible use.

  1. Specify

    A formal contractual security specification defined more than 100 configuration items, their required or agreed values, and the criteria for compliance.

  2. Evaluate

    Inspect actual server state and evaluate every control consistently against the specification. Repeated execution produces repeatable results.

  3. Evidence

    Produce consistent compliance evidence for operational review, replacing manual per-server validation with execution measured in seconds.

Built for enterprise AD operations spanning approximately 80 domain controllers and thousands of Windows servers: explicit requirements, repeatable evaluation, and less validation toil.

// SELECTED WORK

03 / SOFTWARE

// ABOUT & EXPERIENCE

04 / BACKGROUND
Portrait of Nicholas King

Nicholas King

I am a Site Reliability Engineer with 15+ years in production operations. My work combines enterprise Windows infrastructure, reliability automation, regulated systems, and hands-on software engineering.

Infrastructure

Windows Server · Active Directory · Azure · VMware

Automation

PowerShell · Ansible · BigFix

Development

React · TypeScript · Node.js · PostgreSQL

2021 — PRESENT

Kyndryl

Lead Systems Administrator

Hybrid-cloud operations for regulated enterprise environments. Built forest health reporting across 80+ domain controllers and reduced per-server validation from 10+ minutes to seconds.

Select a skill to see how I used it.

  • Active Directory Administration

    Administered Active Directory environments supporting regulated enterprise infrastructure.

    Designed and implemented Group Policy configurations affecting hundreds of systems and users, including security, operating-system, and application configuration requirements.

  • Group Policy

    Designed and deployed Group Policy configurations to make controlled configuration changes at scale across approximately 80 domain controllers and thousands of Windows servers.

    Used centralized policy to standardize security, operating-system, and application settings across large enterprise environments.

  • Domain Controllers

    Administered Active Directory domain controller infrastructure across complex enterprise forests.

    Transferred FSMO roles, managed Active Directory Sites and Services, assigned network subnets to sites, and promoted and demoted domain controllers during lifecycle and infrastructure changes.

  • PowerShell

    Used PowerShell extensively for Active Directory administration, migration, reporting, and compliance work.

    Imported and exported user accounts at scale across Active Directory forests for a major healthcare client, collected AD object metadata for analysis, and moved users into and out of organizational units subject to regulatory access restrictions.

    Designed a fully idempotent Active Directory health-check framework to validate server configuration against a formal contractual security specification containing more than 100 individual controls. Each control defined the required value, the agreed configuration state, and the criteria for compliance. The script evaluated every check consistently and produced repeatable compliance evidence in an environment where security restrictions prevented the use of Ansible.

  • Windows Server 2022 - 2025

    Supported modern Windows Server environments, including Windows Server 2022 and Windows Server 2025, within enterprise production infrastructure.

    Performed administration across the server lifecycle, including configuration, patching, troubleshooting, security remediation, and operational validation.

  • Ansible Automation Platform

    Worked directly with Ansible playbook developers to troubleshoot Windows automation, diagnose failed executions, and resolve issues affecting configuration-data collection from managed servers.

    Prepared Windows Server environments for centralized automation through Ansible Automation Platform, including WinRM configuration and credential-management requirements.

    Configured Ansible projects and automation workflows to execute Windows playbooks for administration, validation, and HIPAA-related compliance reporting.

  • Microsoft Azure

    Earned the Microsoft Certified: Azure Fundamentals (AZ-900) certification in 2024 and applied Azure concepts within hybrid enterprise infrastructure environments.

  • Microsoft Advanced Threat Protection (ATP)

    Deployed and troubleshot Microsoft Defender for Identity sensors on Active Directory domain controllers, including configuration and connectivity issues affecting security telemetry.

  • Microsoft Defender

    Designed and deployed Group Policy configurations required to onboard and configure Windows Server systems for Microsoft Defender.

    Used centralized policy to standardize security settings across managed Windows infrastructure.

2011 — 2021

IBM

Windows Administration & Automation

Enterprise server operations for transportation and aerospace clients. Reduced manual operations by 60%+ through automation, with fleet patching, reporting, and team mentorship.

Select a skill to see how I used it.

  • Windows Server 2000 - 2019

    Supported Microsoft Windows server platforms from Windows 2000 Server through Windows Server 2019 across the full infrastructure lifecycle, including provisioning, configuration, patching, troubleshooting, backup, recovery, and decommissioning.

  • Tivoli Enterprise Management

    Deployed, supported, and monitored infrastructure using multiple IBM Tivoli technologies, including:

    • Tivoli Enterprise Monitoring Agent (TEMA)
    • Tivoli Asset Discovery for Distributed (TAD4D)
    • Tivoli Access Manager for Enterprise Single Sign-On (TAM E-SSO)

    Used these platforms for infrastructure monitoring, software and asset discovery, and enterprise authentication support.

  • Patch Management

    Coordinated repeatable patching cycles with change management for an estate of more than 2,000 Windows servers on approximately 90-day maintenance schedules.

    Developed Windows-native batch automation to reduce manual effort and make patch execution more consistent across a highly fragmented infrastructure environment.

  • BigFix Subject Matter Expert

    Helped lead the team's transition from manual server patching toward centralized automation with IBM BigFix.

    Authored Fixlets and Analyses for patching, configuration validation, remediation, and environment reporting. Used BigFix to replace fragmented sources of operational information with repeatable queries and automated actions, improving infrastructure visibility and reducing troubleshooting time.

  • ITIL Practices - Change / Incident / Problem Management

    Used Change, Incident, and Problem Management to control production risk, plan rollback, restore service, and prevent repeat incidents across enterprise customer environments.

    Coordinated production changes with technical teams and customer stakeholders, translating implementation details into understandable risk, impact, and rollback considerations.

    Applied Five Whys in root-cause analysis, documented contributing factors, and tracked corrective actions with named owners and due dates. Kept RCA / Problem records open until all responsible parties completed and verified their actions, preserving lessons for the support team.

2008 — 2011

Western Illinois University

Technical Assistant

Computer lab support, enterprise hardware diagnostics, and repair—the foundation of my infrastructure career.

Select a skill to see how I used it.

  • Computer Hardware

    Diagnosed and repaired desktop PCs used by University faculty and staff through help-desk service tickets. Maintained service-level commitments with end users and coordinated with hardware vendors when replacement components or warranty service were required.

  • Deskside Support

    Provided face-to-face technical support in University computer labs, troubleshooting workstation hardware, software, and account-access issues. Also worked help-desk shifts documenting incidents and routing issues to the appropriate support teams.

  • Identity Administration

    Used Active Directory to create and maintain University staff accounts and manage access to computers and services. Fulfilled requests involving Active Directory group membership and local user and administrator groups.

B.S. Network Technologies · Western Illinois University
Microsoft Certified: Azure Fundamentals (AZ-900) · Microsoft · 2024