process
Investment strategies and my story
I walked in at 21 convinced I already understood how the books worked. I had a deep understanding of sports—especially basketball and football—and I thought knowing more than the average person gave me an edge I could use to my advantage. Terms like public money and reverse line movement were far from my vocabulary. This false sense of confidence was exactly the trap.
I built this so others don’t make the same mistake I did and let Vegas take advantage of them at a young age. Because that version of me? That’s exactly who they’re built for.
At the time, I was at a top business school studying finance and data science. I had already secured my full-time job through an internship the previous summer, so I had some extra time on my hands. I essentially made it my mission to become a profitable sports bettor—and years later, I haven’t looked back.
My early betting experiences, combined with the fact that my dad had always told me, “You can’t beat Vegas,” only made me more determined to prove that idea wrong. Over time, though, I realized you don’t necessarily need to “beat Vegas.” You just need to find your place in the market.
I’ve continued to get better year after year, refining my processes, learning from my mistakes, and relying more heavily on data and research. That eventually led me to build this site, with the goal of helping others achieve similar success by sticking to data-driven processes that can be tested, refined, and applied consistently over time.
I’ve developed an elite level of expertise and proprietary models that I have the utmost confidence in, particularly when it comes to NFL. I’ve always hated the idea of handicappers simply selling picks without any real process behind them, especially when accompanied by misleading or inaccurate advertising and cherry-picked records.
I want this to be different. I’m not here to sell you a magic system or pretend every pick is a winner. I’m here to show you the process, the data, and the reasoning behind the decisions—and give you the tools to become a smarter, more disciplined bettor.
You feel sharper than the market, take a loss, chase it with a parlay, and suddenly you are in the cycle. The parts of the brain responsible for impulse control and long-term decision-making continue developing into your mid-20s, and Vegas is built to capitalize on that. Confidence without a written set of rules is the product they are selling.
Example
Saturday night: three bets have already lost. A four-leg parlay starts to look like “one tap away from getting it back.” That is the cycle. They do not need you to be dumb. They just need you to be in a hurry.
A long sample
CNBC reported that 52% of Gen Z investors have redirected money intended for investing toward sports betting. A lot of people already treat betting as part of their financial plan.
I stayed with it because I learned that a long sample and consistent discipline are what actually hold up: written filters, a unit size I do not change after a heater or a cold week, and a ledger I still publish when it is red. One week is noise. I keep the same filters through bad stretches because that is the only way the sample means anything.
Being cocky does not beat the books. Refusing to chase does.
CNBC: 52% of Gen Z investors have redirected investing money to sports bets
Example
That survey is not a green light to bet more. It is a reminder that if betting money is already part of your financial plan, your approach cannot become parlays and chasing losses the moment you have a bad week.
What I run now
I treat this like an investment, and hopefully I have properly conveyed my passion for beating the books. If I am going to bet regardless, I might as well do it intelligently, with the goal of actually making money over the long run.
The site, the daily plays, and this class are all built around that approach: data, edge, discipline, and results. Historical systems and today's AI model plays both go on the board with a unit size I have already decided on. The week's results stay on the Results page even when I do not like them.
Two unit sizes
Football is $200 a unit while baseball and basketball are $100. Those are simply my units — how I do it personally, not how yours has to look. Pick a unit size you can live with and stick to it. I use two sizes because I think football is the better sport to bet statistically, and so the Results dollar P&L is in dollars. That ledger is not a claim I bet $100 on every MLB AI prop. I do not, as those models are still early research. The grades include vig — the book’s cut already in the posted price (−110, +163, and so on).
Example
A 1u NFL under at −110 that wins is about +$182 on this ledger. The same 1u MLB under is about +$91. That is my $200 vs $100, not a recommendation to copy the dollar amount. A 1u AI prop on Results is how the sample is scored — not automatically a bet I made.
This is not a lock service. It is a process.
Example
A red NFL week hits. Entertainment mode says, “I need a Sunday parlay to get it back.” What I actually do: keep the same unit size, follow the same rules, post the week on Results, and wait for the next play that qualifies.
Recap
- The cycle
- A long sample
- What I run now
- Two unit sizes