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Brooklyn, NY · 20+ years

Dave Edghill

IT Manager — AI Infrastructure & Technology Operations

Enterprise infrastructure and operations leadership across cloud, healthcare technology, cybersecurity and AI-enabled platforms.

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Professional summary

IT infrastructure and operations leader with 20+ years owning enterprise technology across healthcare, cloud, cybersecurity, AI-enabled platforms and multi-site environments.

Combines hands-on expertise in AWS, Microsoft Azure, Linux, Windows Server, networking, identity, monitoring and production troubleshooting with leadership of vendors, procurement, budgets, contractors, roadmaps, security, compliance and disaster recovery.

Core strengths

  • Hybrid and remote IT operations, escalations, incident response and uptime ownership
  • Azure, AWS, Linux, Windows Server, VMware, Docker, networking and storage
  • IAM, Entra ID, RBAC, MFA, vulnerability management, hardening and patching
  • HIPAA-aligned controls, audit documentation, disaster recovery and business continuity
  • IT strategy, staff and contractor leadership, procurement, budgeting and RFP/RFI coordination

Measurable achievements

40+
Applications migrated to Azure
Enterprise applications and data workloads at NewYork-Presbyterian Hospital.
30%
Cloud cost reduction
Achieved alongside the Azure migration programme.
~49,000
Employees supported by infrastructure
Azure and Linux infrastructure engineered and administered.
25%
Hospital IT cost reduction
Vendor management, procurement discipline and architecture review at Gracie Square Hospital.

Selected experience

  1. Founder — Enterprise Infrastructure, Cloud & AI Consultant

    MercGen AI

    2024 – Present

    • Owns technology strategy and day-to-day operations for AWS-hosted AI and SaaS platforms, including EC2, Linux, Docker, networking, IAM/RBAC, monitoring, backups, disaster recovery, licensing, vendor coordination and production support.
    • Translates executive and customer requirements into secure solution architectures, implementation roadmaps, resource plans, operating procedures, risk registers and scalability recommendations.
    • Troubleshoots escalated infrastructure and application issues across on-site and remote stakeholders, documenting configurations, controls and recovery procedures.
  2. DevSecOps Engineer, Observability & Hosting Team (Contract)

    84.51°

    Jul 2024 – Sep 2025

    • Supported enterprise hosting platforms and production infrastructure in a Fortune 100 retail environment, partnering with infrastructure, platform engineering, application and security teams.
    • Improved performance visibility and resilience through monitoring, logging, telemetry, vulnerability management, SAST, DAST, SCA, dependency management and CI/CD security controls.
  3. Azure Global Cloud Engineer | Linux Systems Administrator

    NewYork-Presbyterian Hospital

    2017 – 2024

    • Engineered and administered Azure and Linux infrastructure supporting approximately 49,000 employees, including VNets, VMs, load balancers, Entra ID, RBAC, storage, backup and monitoring.
    • Migrated 40+ enterprise applications and data workloads to Azure with minimal disruption, helping reduce infrastructure cost by 30% while improving scalability, governance, availability and disaster recovery.
    • Led patching, vulnerability remediation, hardening, performance monitoring, capacity planning, automation and escalated incident resolution across production systems.
    • Collaborated with networking, cybersecurity, application, clinical technology, vendors and leadership to validate requirements and document controls.
  4. Director of Information Technology & Infrastructure

    Gracie Square Hospital

    Prior to 2017

    • Owned hospital-wide IT operations spanning servers, storage, networking, wireless, telecommunications, cybersecurity, end-user services, capital planning, budgets, vendors and 24/7 support.
    • Led infrastructure modernisation and Cerner EMR deployment from paper-based workflows, coordinating requirements, testing, acceptance and connectivity with the NewYork-Presbyterian regional network.
    • Developed disaster recovery and business continuity strategies and implemented secure mobility, identity and badge access, and HR/Kronos workflow integration.
    • Reduced IT cost by 25% through vendor management, procurement discipline, architecture review and resource optimisation.
  5. Linux Engineer — Infrastructure & Cybersecurity Operations

    Alert Logic

    Prior to 2017

    • Supported enterprise Linux and cloud-security environments, resolving server, network, performance, vulnerability and security incidents while guiding customers through remediation and hardening.
    • Used security monitoring, log analysis, HIDS, vulnerability assessment and patching to isolate faults and communicate corrective actions to technical and non-technical stakeholders.
  6. Lead Infrastructure & Applications Engineer

    Henry Street Settlement

    13-year tenure

    • Led infrastructure and application services for 300+ users across multiple behavioral-health and community sites, covering Windows and Linux systems, servers, storage, LAN/WAN, endpoints and remote support.
    • Implemented and maintained HIPAA-aligned infrastructure, disaster recovery, Foothold EMR, Accumedic billing/records, monitoring, patching and documentation.
    • Managed vendors, government-funded technology initiatives, long-range planning, procurement and a million-dollar technology budget.

Selected projects

Independent or team project

Voice AI Medical Platform

Architected an AWS-hosted environment integrating secure cloud infrastructure, containerized services, workflow automation, identity controls, monitoring and backups.

Outcome. A research and voice AI environment with retrieval-augmented generation capabilities running on controlled, monitored infrastructure.

Independent or team project

AmKed Solutions LMS

Co-developed the platform, translating business requirements into user access, reporting, credentialing, operational support and scalable product workflows.

Outcome. A cloud learning and compliance platform serving international emergency-services customers.

Client / Employer engagement

Azure application migration programme

Engineered and administered Azure and Linux infrastructure — VNets, VMs, load balancers, Entra ID, RBAC, storage, backup and monitoring — and executed formal change controls and production transitions.

Outcome. 40+ enterprise applications and data workloads migrated with minimal disruption, helping reduce infrastructure cost by 30% while improving scalability, governance, availability and disaster recovery.

Client / Employer engagement

Cerner EMR modernisation

Led infrastructure modernisation and the Cerner EMR deployment, coordinating requirements, testing, acceptance, production transition, clinician access and connectivity with the NewYork-Presbyterian regional network.

Outcome. Clinical workflows moved off paper, with disaster recovery and business continuity strategies in place and IT cost reduced by 25%.

Skills

Cloud & platforms

  • Microsoft Azure
  • AWS
  • Red Hat Linux
  • Ubuntu
  • Windows Server
  • Windows 10/11
  • VMware
  • Docker
  • OpenShift Local/CRC
  • Kubernetes

Cloud automation & CI/CD

  • Azure VMs and networking
  • AWS EC2
  • Terraform
  • CI/CD
  • GitHub
  • REST APIs
  • Shell scripting
  • Administration automation

Network & operations

  • LAN/WAN
  • TCP/IP
  • DNS
  • DHCP
  • VPN
  • Firewalls, routers, switches
  • Load balancers
  • Storage & backups
  • High availability
  • Monitoring & observability
  • Patch management
  • Performance tuning

Security & governance

  • Entra ID
  • IAM
  • RBAC
  • MFA
  • Vulnerability management
  • Incident response
  • System hardening
  • Access controls
  • HIPAA
  • Data governance
  • Audit-ready documentation

Education, credentials & links

Education

  • Master of Science, Computer Science (in progress)Pace University
  • Bachelor of Science, Computer ScienceCity University of New York

Capability pillars Dave leads

  • AI, Cloud & Infrastructure

    Design and operation of Azure, AWS and Linux estates — from VNets, identity and storage to AI and SaaS platform hosting, monitoring and production support.

  • Cybersecurity, Governance & Resilience

    Identity and access controls, vulnerability management, hardening and audit-ready documentation, backed by disaster recovery and business continuity planning in regulated environments.

  • Solution Architecture & Technical Presales

    Turning executive and customer requirements into architectures, scope, SOWs and implementation roadmaps that both buyers and engineers can commit to.

  • Project Delivery & Vendor Leadership

    Owning delivery across vendors, contractors and cross-functional teams — with budget, procurement, SLA and QA discipline from kickoff to client sign-off.