CIO · Director of IT · VP Technology & Infrastructure

Derrick Schmenk

Technology leadership from the boardroom to the industrial edge.

Twenty years architecting enterprise IT, industrial OT, AI infrastructure, and the rail systems that move the physical world — and building the teams that run them.

20+
Years leading
200+
Sites operated
100GB/s
In 12U of rack
50%
Cost reduction
1 US
Patent pending
Derrick Schmenk, technology executive, in a data center
Derrick Schmenk
MACCLENNY, FL · 30.28°N 82.12°W

One leader · Four worlds

Boardroom to edge.

Most technology leaders live in one of these. The value I bring is fluency across all four — and the integration work that quietly connects them.

01

Boardroom

CIO-level strategy, operating models, budget and vendor governance, and M&A integration and divestiture execution.

02

Enterprise IT

Cloud, identity, cybersecurity, network segmentation, and zero-downtime infrastructure separation at scale.

03

Industrial OT

SCADA, Modbus telemetry, PI data pathways, and secure plant-to-enterprise integration for distributed power generation.

04

Frontier

AI/ML inferencing infrastructure, edge capture, rail inspection systems, and a portfolio of AI ventures.

About

The engineer in the executive.

I'm a technology executive who never left the keyboard. For 20+ years I've led global engineering, product innovation, and enterprise infrastructure across eCommerce, manufacturing, energy, rail, and AI — pairing CIO-level business strategy with hands-on architectural depth.

I'm at my best where worlds collide: connecting enterprise networks to plant-floor telemetry, standing up standalone infrastructure under a separation deadline, or scaling AI inferencing without blowing the budget. I build systems that are scalable, secure, supportable, and ready for the real, industrial world.

I lead humble, hungry, and people-smart — listening first, moving with urgency, and elevating the people around me through radical candor and genuine human connection.

Humble

Listen first, ask second, take nothing for granted.

Hungry

Seek out new challenges; lead with energy and discipline.

People-smart

Champion radical candor and elevate everyone around me.

Signature impact

Outcomes, not job descriptions.

50%

Lower product cost through a patent-pending laser illumination system for high-speed rail and manufacturing-line imaging.

Inventor · Rail & machine vision

100 GB/s

Real-time read/write storage architected into just 12U of rack — powering ML image processing on rail inspection portals.

High-throughput infrastructure

200+

Sites under unified technology operations across a national footprint — lower overhead, higher resilience, standardized systems.

Distributed IT operations

Zero

Operational downtime while designing and executing APR Energy's standalone infrastructure separation — identity, network, security, and monitoring rebuilt live.

Separation & continuity

7+ global

A dedicated IT operations unit built and scaled, plus a worldwide service-delivery team for enterprise-grade hardware and software.

Team building

20 yrs

Of accumulated technical debt eliminated — legacy infrastructure modernized to current compliance, uptime, and supportability standards.

Modernization

In the press

Proof, on the record.

The AI railcar-inspection system I led R&D for at Duos — built with Dell, NVIDIA, and Kalray — drew independent coverage across the HPC and rail-technology press, and the platform was named a 2023 Progressive Railroading Rail Safety & Technology Products winner.

InsideHPCFeature · Oct 2023

HPC, AI & edge at the Railcar Inspection Portal

Independent HPC trade press on the Dell–Kalray–NVIDIA system, quoting me as VP of R&D & Innovation on the data-throughput challenge — I framed it by noting an average home computer would fill up in about four seconds.

Read the article →
Kalray + Dell TechnologiesCase study · 2023

100× faster inspection with smart AI storage

A customer success story on the storage-and-compute architecture behind the inspection portal, with my commentary throughout on the design — Dell PowerEdge servers, Kalray NVMe storage, and NVIDIA GPUs working at the edge.

Open the case study →
KalrayWhite paper · Jan 2024

Data-management considerations for generative AI

A technical white paper that uses the Duos edge-AI deployment — and my commentary — as a real-world case for managing data at the volumes modern AI workloads demand, well beyond rail.

Read the white paper →
Progressive Railroading / DuosVideo

Transforming railcar inspection: a site visit

An on-camera walkthrough of the Railcar Inspection Portal and the technology that powers it, featuring me as VP of Research, Development & Innovation.

Watch the video →
The system I architected has been showcased by Dell Technologies · NVIDIA · Kalray See the Dell Technologies story →

Career

Twenty years, built in the field.

Jan 2026 Present

Director of Infrastructure

APR Energy · Jacksonville, FL

Own the standalone enterprise infrastructure roadmap post-separation — identity, network, security, virtualization, endpoint management, monitoring, remote access, and industrial connectivity for distributed power generation.

Nov 2024 Dec 2025

Infrastructure Integration Consultant

APR Energy / Duos Technologies · Jacksonville, FL

Led the IT/OT integration of APR and Duos, then designed and executed APR's full infrastructure separation — enterprise services, routing, access controls, and monitoring — with operational continuity intact.

2019 Dec 2025

VP, Research, Development & Innovation

Duos Technologies Inc. · Jacksonville, FL

Set the R&D vision for rail inspection, AI, and intelligent monitoring platforms. Led DevOps, enterprise IT, AI/ML, and hardware-software teams; invented the patent-pending laser illumination system; architected 100 GB/s storage in 12U.

2018 Present

Founder & Principal Consultant

Do IT Right Consultants · Macclenny, FL

Advise growth-oriented clients on infrastructure strategy, systems modernization, secure architecture, web automation, and eCommerce technology — with measurable value through modern DevOps.

2017 2018

Service Desk & IT Operations Manager

ICX Managed Services · Jacksonville, FL

Rebuilt SLAs and integrated reporting — doubling team utilization and lifting service response and resolution rates.

2006 2017

Corporate Service Desk Manager & Regional IT Manager

Advanced Disposal Services · GA & FL

Directed technology operations across 200+ sites — standardizing systems, cutting overhead, and hardening resilience across a distributed footprint.

Capabilities

The full stack — boardroom to bare metal.

Cloud & Identity

AzureGCPAWS Microsoft 365Entra IDConditional Access MFA · PIM · LAPSSAML SSO

Infrastructure & Network

Fortinet / FortiGateMerakiCisco VMware vSphereHyper-VNutanix ProxmoxVLAN · 802.1XRADIUS/NPS

IT/OT & Industrial

SCADAModbus TCP/IPPLC / RTU OSIsoft / AVEVA PIPower Monitoring Expert Woodward MicroNetDEIF AGC/AFCSchneider ION

Rail & Inspection Systems

Rail Inspection PortalPTCAEI Signal systemsHot-bearing detection Vibration detectionHigh-speed imagingEdge capture

AI, DevOps & Automation

AI/ML inferencingNvidia AIE (GRID)Docker KubernetesTerraformAnsible Jenkins · CI/CDGit

Languages, Data & Observability

PythonC++Bash · PowerShell.NET SQL Server · PostgreSQLMongoDB Prometheus · GrafanaAzure MonitorSIEM

Ventures

What I'm building.

Beyond the executive seat, I build and back companies at the edge of AI and infrastructure.

Active

Do IT Right Consultants

Senior technology leadership on demand — AI consultation, IT, cloud, security, and ERP architecture for organizations that need a steady hand on the wheel.

In development

Personal Assistant AI

A near-human AI personal assistant — built to handle the coordination, communication, and busywork of modern life so people get their time back.

SaaS · Building now
Stealth

Versa

A next-generation AI venture currently in active development. The interesting parts are under wraps for now — full details available under NDA.

In development · Request access →

Get in touch

Let's build something that lasts.

Whether you're a board or executive team looking for technology leadership, or an organization that needs senior architecture and strategy on demand — I'd like to hear from you.