why systems beat willpower
prefrontal cortex — deliberate effort. fatigues.
basal ganglia — automatic. doesn't.
a system doesn't make you try harder. it keeps the behavior running until your brain hands it to the part that never needed you to try.
graybiel, 2008 · lally et al., 2010
i'm in love with the intersection of people, numbers, and technology.
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How I got here
- 2018
- Failed high school pre-cal.
- 2021
- Started at Texas A&M, majoring in economics.
- Taught myself to code with League of Legends data projects.
- 2022
- Changed majors to statistics.
- Added a business minor.
- 2023
- Data analyst internship in NYC.
- Started reading dozens of books on psychology and mindset.
- 2024
- Data science internship in Atlanta.
- Added a psychology minor.
- Started in the Recovery From Stress Lab at Texas A&M, studying the impact of burnout on employees.
- 2025
- Graduated with a degree in Statistics, minors in Business and Psychology.
- Started full-time as a Business Analyst at Capital One.
- Started posting content.
- 2026now
- Left Capital One.
- Went full-time as a creator.
- Became founding Chief Growth Officer at No Dice, an app to combat screentime and the gambling epidemic.
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the galton board
even in randomness, we can find order.
the binomial calculator
2.0 expected wins
89.3% chance of at least one
long odds shrink fast when you take more shots. play with it.