Builder • Engineer • Entrepreneur • Mentor 20+ years building AI & computer vision for industry

Virginia Beach & Norfolk, Virginia

I build the tech
that moves industry
forward.

I build technology that actually works in the field. Three companies founded. One successful exit. Two active companies generating real revenue. I’m the CEO of SiteTrax.io, Founder of HoistCam, and host of ThoughtLeadership.biz. Our teams turn hard industrial problems into software and hardware that ships. Mentoring the next generation of engineers and founders who want to do the same is the privilege.

Chris Machut, Computer Engineer (Virginia Tech), CEO of SiteTrax.io and Founder of HoistCam
6
Continents
active
20+
Years in
the field

Ventures & Companies

Three companies.
One obsession: technology that works in the field.

Intermodal container on chassis — the asset type SiteTrax.io identifies in real time

Founder & CEO

SiteTrax.io

SiteTrax.io is an AI-as-a-Service OCR platform our team built for the intermodal supply chain. Point any camera at a container or chassis and the platform captures the ID, geolocation, and timestamp in near real-time, then pushes it directly into TMS, WMS, YMS, or ERP systems via open API. It cuts container search time from 45+ minutes to under 10. Built for the yard by people who have been in the yard.

Visit SiteTrax.io →
Port gantry crane — primary HoistCam deployment environment

Founder & Chairman

Netarus / HoistCam

HoistCam is the wireless crane camera system our team at Netarus designed and built to eliminate dangerous blind spots for crane and heavy equipment operators. It reduces incidents by over 90% and boosts productivity by 20%+. Trusted on 6 continents. I’m proud of what the team has built here. It keeps people safe. That matters more than any spec sheet.

Visit HoistCam.com →
Norfolk, Virginia waterfront — home of Machut Industries advisory practice

Principal Consultant

Machut Industries

When companies need someone who has actually built and shipped the tech they’re trying to adopt, they call me. AI integration, systems engineering, business development, and grant writing ($500K+ awarded). I’ve been in the room as engineer, founder, and executive. I bring the depth and the battle scars to make it useful.

Work With Me →

Media & Content

Ideas from the field.
Not from a whiteboard.

Published articles, podcast conversations, industry panel discussions, and real-time writing on LinkedIn. Practical perspectives on AI, computer vision, supply chain technology, and entrepreneurship from someone whose teams have deployed the products on six continents.

Published & Featured
Industry Press
Engineering News-Record Cranes Today American Cranes & Transport
Crane Safety, Computer Vision & Industrial IoT
Editorial coverage in the leading crane, construction, and marine industry publications. HoistCam’s impact on blind-spot elimination, operator productivity, and jobsite safety across construction, marine, energy, and industrial operations.
Published Author
JOC.com · Journal of Commerce Innovate757
AI, Data Quality & Logistics Technology
Published analysis on AI-powered code generation in logistics software, real-world data requirements for AI systems, and the gap between supply chain visibility promises and operational reality.
Industry Features
Supply & Demand Chain Executive Industrial Supply Magazine
OCR, Asset Tracking & Supply Chain Innovation
SiteTrax.io featured for AI-powered intermodal asset tracking, supply chain visibility, and practical applications of computer vision in logistics operations.
Recognition
Hampton Roads, Virginia
Top 10 Entrepreneurs to Watch
Named among the top entrepreneurs in the Hampton Roads region, home to the Port of Virginia and one of the largest container ports on the U.S. East Coast.
LinkedIn & Articles

LinkedIn is where Chris writes in real time. Field notes, industry analysis, conference takeaways, and the thinking that happens between podcast episodes and published articles. Unfiltered, practical, and written by someone who has done the work.

AI in Logistics Supply Chain Data Quality Computer Vision Entrepreneurship Intermodal Operations Industrial IoT Startup Lessons Crane Safety
Follow on LinkedIn →

Why AI systems fail without structured, real-world data. The gap between what software promises and what actually happens in the yard, on the dock, and at the gate.

Building companies from zero to revenue. What it takes to ship hardware and software into industries that break things. The lessons that only come from doing every job in the company at least once.

Conference takeaways, industry reactions, and the thinking between publications. Real-time commentary from someone who has been in the field, not just in the audience.

Podcast
ThoughtLeadership.biz
Podcast • Episodes • Conversations

Conversations with people who have actually shipped something. AI, supply chain technology, entrepreneurship, and building real products in demanding industries. No hype. No filler.

Latest Episodes

Live Feed
Guest Appearances & Panels
Podcast Guest
The Supply Chaney Podcast
Optical asset tracking, AI, and the SiteTrax story
Podcast Guest
Performix TechKNOWlogy Podcast
AI in supply chain logistics and real-world applications
Industry Panel
Intermodal Association of North America
AI in intermodal: beyond the hype
Industry Panel
South Carolina International Trade Conference
How AI is redefining supply chain operations
Chris Machut, Virginia Tech Computer Engineer, Founder of HoistCam and CEO of SiteTrax.io
Founder & CEO SiteTrax.io • Netarus / HoistCam
Virginia Beach & Norfolk, VA

My Story

Engineer at heart.
Entrepreneur by compulsion.

I earned my B.S. in Computer Engineering from Virginia Tech with a Minor in Computer Science. That foundation shaped how I think about problems, and more than two decades later I’m still applying that same systems-thinking mindset alongside some genuinely talented people.

It started with HoistCam. I founded Netarus and we designed a ruggedized wireless camera system to give crane and heavy equipment operators live visibility into dangerous blind spots below their loads. What started as a safety product became a multi-million dollar revenue business and a productivity breakthrough the industry didn’t know it needed. The Netarus team has scaled it to deployments on 6 continents. I did not plan for 6 continents. The customers and our team had other ideas.

Then customers started asking not just to see their assets, but to know them: container ID, chassis number, location, timestamp. So our team built SiteTrax.io. Real-time OCR, AI identification, and open API integration that cuts container search time from 45 minutes to under 10. The SiteTrax team is doing impressive work and I’m having a lot of fun being part of it.

Entrepreneurship, for me, has never been about disruption for its own sake. It’s about identifying a real problem, assembling a great team, and building something that actually holds up in the field. I’ve done it three times, including a successful strategic asset sale exit, and the lesson each time is the same: execution beats cleverness, customers beat assumptions, and a great team beats everything. That same philosophy shapes how I mentor early-career engineers and founders. Ut Prosim: “That I May Serve.” The Virginia Tech motto, and the most accurate thing I’ve found to say about why I keep doing this.

Virginia Tech • BS CpE Minor: Computer Science AI & Computer Vision OCR / Data Capture Systems Engineering Supply Chain Tech IoT & Edge Devices Startup Strategy Entrepreneurship Mentorship $500K+ Grants Awarded B2B & Channel Sales
🚀 3 Revenue-Generating Companies Founded
💼 1 Successful Exit: Strategic Asset Sale
🏆 Top 10 to Watch, Hampton Roads, VA
📰 Published: Marine & Construction Industry Press
🏛️ $500K+ Government Grants Awarded
Present
CEO, SiteTrax.io
AI/OCR for real-time intermodal asset tracking
Ongoing
Founder & Chairman, Netarus / HoistCam
Crane camera systems on 6 continents
Ongoing
Creator, ThoughtLeadership.biz
Podcast, articles & LinkedIn content on AI, entrepreneurship & leadership
Exit
President & CTO, Technology Venture (Exited)
Built from zero to a successful strategic asset sale
Virginia Tech
B.S. Computer Engineering • Minor: CS
Systems design, networking & software foundations • Blacksburg, VA
Chris Machut, Virginia Tech Computer Engineer and CEO of SiteTrax.io, Norfolk Virginia
Virginia Tech • Hokie B.S. Computer Engineering Minor: Computer Science

What I Actually Do

Where engineering meets getting things done.

Twenty-plus years across rugged hardware, edge computing, computer vision, OCR systems, industrial IoT, and B2B technology growth. I have the depth of a systems engineer and the range of a founder who has done every single job in the company at least once. Some of them I did not enjoy. Most of them I learned a lot from.

01
Industrial Vision
The Netarus team has spent over a decade building ruggedized HoistCam systems for cranes, ports, construction, and marine vessels. Hardware, firmware, edge software. Reducing incidents 90%+ on 6 continents.
02
AI & OCR Logistics
The SiteTrax.io team has built an OCR platform that reads container and chassis IDs at 98%+ accuracy in live yard conditions. It integrates into what operators already use. No rip-and-replace. No expensive smart gates.
03
Startup Architecture
Three companies built from zero to revenue. One successful exit. $500K+ in government grants. The whole stack: product, channel, B2B scaling, grant writing, and partnership development. Not theory. Receipts.
04
Strategic Advisory
I work with growth-stage industrial tech founders who need someone who has actually been in the weeds. I’ve been the engineer, the startup founder, and the exec. I also mentor early-career engineers and entrepreneurs, because building the next generation of builders is as important as building the next product.

Products in the Field

HoistCam / Netarus

The Netarus team built HoistCam to give crane and heavy equipment operators a clear view of every lift. 90%+ incident reduction. 20%+ productivity gain. 6 continents and counting.

HoistCam camera on spreader bar providing crane operator live video of load zone below
Spreader Bar Deployment
HoistCam on barge for marine lifting operations
Marine / Barge
HoistCam spreader camera streaming live to crane cab
Spreader Camera

SiteTrax.io

The SiteTrax.io team built the platform that turns any camera into an intelligent gate. Point, click, and the container ID, location, and timestamp flow directly into your TMS or YMS in near real-time.

SiteTrax.io mobile OCR scanning a container ID in real time
Live OCR: Container ID
Intermodal containers in a port yard — assets SiteTrax.io tracks
Intermodal Yard Tracking

Speaking & Media

I talk about what
actually works.

I speak at logistics and supply chain conferences on AI, computer vision, and data quality. The goal is always the same: cut through the hype and share practical lessons from the field. Our teams have deployed this technology in real operations. That gives us stories worth telling.

Interested in having me speak? Let’s talk.

🚢
TPMTech DevCon & TPM
Transportation & Logistics Conference · Long Beach, CA · “Drayage Technology Makes Its Move”
Panel
📦
Intermodal Industry Business Conference
“AI in Intermodal: Beyond ChatGPT” · Supply chain automation panel
Panel
🌐
Smart Freight Week
Amsterdam · AI, Data Quality & Logistics
Speaker
Virginia Maritime Association Symposium
Hilton Norfolk · Shipping, Ports & Supply Chain · Hampton Roads industry
Participant
🏗️
ConExpo: North America’s Largest Construction Show
Las Vegas · HoistCam live demo · 130,000+ industry professionals
Demo Stage
🗂️
Manifest: Future of Supply Chain
Las Vegas · Global supply chain innovation summit
Speaker
🏭
Intermodal Industry Expo
AI, computer vision & asset tracking in intermodal operations
Speaker
🎙️
The Supply Chaney Podcast, Ep. 66
“Optical Asset Tracking” · AI & the SiteTrax story
Guest
🎙️
Performix TechKNOWlogy Podcast
AI in supply chain logistics and game-changing real-world uses
Guest
🎓
Kempsville High School, Annual Spring Mentor
Entrepreneurship & Business Academy · AI, startups & engineering
Mentor
Chris Machut presenting on stage at an industry conference on AI and supply chain technology
On Stage
Presenting on AI, computer vision & practical supply chain technology

Entrepreneurship & Mentorship

Giving back means showing the next generation that complex problems have practical solutions. And that engineers can be funny. Occasionally.

Each spring I mentor students in the Entrepreneurship & Business Academy at Kempsville High School. We talk about weaving AI into real business concepts and shipping products that solve actual problems. I also collaborate with ASTM on intermodal data standards because open, interoperable technology benefits the whole industry, not just one company.

The thread running through all of it is service. Showing up, building something real with a great team, and making things better for the people in the field. That’s what I’m here for. That’s what every customer deployment, every mentor session, and every piece of content from ThoughtLeadership.biz is about.

By the Numbers
What two decades of building actually produces
3
Revenue-generating companies built from zero
1
Successful exit: strategic asset sale, technology sector
6
Continents with active HoistCam deployments
$500K+
Government grants awarded across portfolio

Get In Touch

Got a problem worth
actually solving?

If you need AI-powered asset tracking for your yard, a speaker who has actually deployed the technology he talks about, or a strategic partner who has built and scaled industrial tech from scratch, I’d love to connect you with the right team. I know the difference between a demo and a deployment. The door is open and I answer my own email.

LinkedIn Profile