Luke Shannon, PhD · Automotive engineer · Founder
A 29-year journey from the garage floor and Baja race pits to research laboratories, AI-enabled manufacturing, and two companies built to change what comes next.
START / HERE
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Start a conversationMost people learn a field from one side. Luke has worked beneath the hood, behind the wheel, inside the laboratory, across the boardroom, and at the founder’s desk.
The through-line is not a title. It is a way of working—from ASE certification to professional geology to a PhD.
Understand the system. Find the failure point. Build the better version.
The chronology of a builder
Scroll the timeline. Every chapter adds a new kind of evidence—and every chapter points toward what Luke is building now.
After high school, Luke chose a hands-on education and entered Universal Technical Institute in Rancho Cucamonga. The foundation was mechanical: understand the system, measure it honestly, and make it perform.
Luke completed the automotive technician program and Hot Rod U training in engine blueprinting and performance. His team then broke UTI’s eight-year horsepower record using a stock Chevrolet 350 cubic-inch V8.
Luke co-founded his first performance shop, building vehicles for off-road, circle-track, drag, and sand-drag racing. The shop became crew chief and builder to a national-record-holding unlimited-class sand dragster.
Luke returned to college at UC Santa Barbara while serving as a chase-truck driver and pit-crew mechanic for COPS Racing, a Class 1 SCORE off-road team. The calendar ran through Baja, the Tecate 250, and the Mint 400.
Luke earned a degree in Earth Sciences from UC Santa Barbara with a minor in geohydrology—an interdisciplinary path he reports as the first of its kind in the university’s history. That same year, he entered full-time consulting.
At Colorado School of Mines, Luke investigated how electrical resistivity tomography could reveal preferential vapor-transport pathways in heterogeneous soils—combining geophysical imaging with physical sensor data before carrying the work into a university laboratory.
Luke returned to consulting across major technology, energy, mining, and industrial environments. His client work included Fortune 500 organizations such as Apple, Tesla, Chevron, and ConocoPhillips—experience that sharpened how he navigates risk, evidence, and execution.
Luke founded and operated SubruOnly as a licensed used-car dealership and performance shop while racing rallycross and autocross. The channel and podcast translated deep Subaru knowledge into an enduring media platform.
At Clemson University, Luke completed doctoral research in smart manufacturing. His dissertation—Modernizing Plastics and Composites Manufacturing Using Hybrid Modeling Techniques—applied machine learning and AI to real manufacturing problems across plastics and composites manufacturing.
LemonFreeAuto placed second in Clemson’s 2026 Spark Innovation Challenge. Today Luke is building LemonFreeAuto and StudentStartups.ai from South Carolina.
The evidence room
The evidence room separates independently verifiable public records from claims still awaiting original artifacts. Credentials, race history, research, media, and company records are being catalogued source by source.
Credential record · source review
Degree chain · official university record
Race history · media catalog
Thesis record · institutional copy pending
Dissertation · independently verified
Platforms linked · dated analytics pending
Current ventures linked · history in review
RESEARCH / SELECTED
Two research programs, separated by discipline but connected by the same instinct: combine imperfect evidence to understand systems that cannot be seen directly.
Master’s thesis · Colorado School of Mines
Doctoral dissertation · Clemson University
Publications + intellectual property
A career measured in outcomes
THE CONVERGENCE / 2026
Every chapter feeds one of two missions. Choose a company to see how twenty-nine years of work become founder leverage now.
Automotive intelligence / 01
LemonFreeAuto turns Luke’s accumulated experience into a better way to evaluate a used vehicle: targeted by AI, inspected by an ASE-certified human, and delivered as decision-ready evidence.
See the inspection platformNOW / 2026
Two South Carolina companies, connected by the same conviction: expertise becomes more powerful when AI puts it in the hands of real people.
Automotive intelligence
AI-guided mobile pre-purchase inspections performed by ASE-certified technicians, with rich digital reports delivered in minutes—not days.
Founder infrastructure
A founder platform and boot-camp ecosystem for high school, trade-school, and college students—from first idea to a real project, customer, and company.
PUBLIC IDENTITY / OPEN RECORD
WhyLuke is the narrative. These are the public trails behind it—professional relationships, scholarship, institutional research, and automotive media.
Connect with Luke and follow the companies, research, and founder journey in public.
Open public recordA public index for research work spanning subsurface transport and intelligent manufacturing.
Open public recordThe official university record, abstract, committee, citation, and full doctoral dissertation.
Open public recordThe public video archive behind a technical automotive audience built over many years.
Open public recordBuild the next chapter together
Luke is building relationships with operators, educators, investors, schools, trade programs, automotive leaders, and people willing to make useful things real.