For most of my career I evaluated people and businesses by what they had actually done — not by how well they described themselves on paper. That instinct, built over decades in finance and entrepreneurship, is exactly what led me to found Provieo (provieo.com). Provieo is an AI platform built on a simple conviction: in a hiring market flooded with résumés, the people who get hired are the ones who can show their work.
The problem I kept seeing
Talk to any student trying to break into a competitive field — software, data, product, analytics — and you hear the same frustration. They send out dozens, sometimes hundreds, of applications and hear almost nothing back. The résumé has become a weak signal. Everyone's says roughly the same things, and employers have no real way to tell who can actually do the job. Meanwhile, the students who could do the work often have no way to prove it because they haven't had the job yet. It's a chicken-and-egg trap, and it's getting worse, not better.
What Provieo does
Provieo flips the script from describing your skills to demonstrating them. A student pastes in a real job description for a role they want. Provieo then helps them build a genuine, working AI project designed around exactly what that employer is hiring for — most finish in under 90 minutes. The project lives on a Provieo profile with a live demo, so the student can drop a single link into any application. Instead of a bullet point that says "proficient in Python," the recruiter clicks in and sees something real that the candidate built and can talk about.
It's not a tutorial, and it's not a generic portfolio template. The whole point is specificity: a project built to impress one particular recruiter for one particular role, packaged alongside a tailored résumé and cover letter so the entire application points in the same direction.
Why this matters now
AI has changed what's possible for a motivated beginner. A student today can ship a working application that would have required a small team a few years ago. But the job market hasn't caught up to that reality — it still screens people through a format that hides their best evidence. Provieo exists to close that gap: to give people, especially those without connections or prior internships, a way to compete on what they can actually build rather than who they already know.
The throughline in my career
People sometimes ask how Provieo fits with the rest of what I do — finance, and building a functional-beverage brand at Beverage USA Holdings. To me the throughline is obvious. Whether I'm reading a balance sheet, evaluating a product, or looking at a job candidate, I trust demonstrated results over polished claims. Provieo simply turns that principle into a tool, and points it at a problem that affects millions of people trying to start their careers.
We're early, and there's a lot still to build. But the early signal — students telling us recruiters actually engaged with their projects in interviews — tells me the core idea is right. Proof beats promises. That's the bet behind Provieo, and it's a bet I'm glad to be making.
Learn more: provieo.com
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