Herle Aarush
I’m a high school student in the San Francisco Bay Area, and I founded AP Scholr, an AP study app that now helps about 4,000 students who can’t or would rather not pay for prep. Lately I’ve been finding my way into research, mostly through a series of AI/Python data analysis projects in cardiovascular science, and I hope to be doing frontier research before long.
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Technical Projects
Six projects
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01 Quantitative Market Screener An equity screener that ranks trade candidates from alternative-data signals, and it beat the S&P 500 by about five points over a three-year backtest.
- 02 Cardiac Cell Therapy Trials A registry-wide analysis of 528 cardiac cell therapy trials, showing a field in decline since 2007 where enrollment failure outnumbers efficacy failure by roughly nine to one.
- 03 ECG Arrhythmia Classification A controlled comparison of evaluation protocols for ECG beat classification, where holding the model constant and changing only the train/test partition moves macro F1 from 0.904 to 0.446.
- 04 Heart Disease Mortality by County A county-level analysis of age-adjusted heart disease mortality across 59,076 CDC records, where the highest county runs 11.3 times the rate of the lowest.
- 05 PlaintextLock A security scanner for AI-generated web apps, which has found 3,949 issues across the 630 sites it has scanned so far, about a third of them leaking an API key.
- 06 AP Scholr An AP study app that grades FRQs and DBQs automatically, built for students who cannot or would rather not pay for prep, and now used by about 4,000 of them.
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Stats
A couple of personal stats.
- 0 Students helped
- 0+ Students reaching out to tell me how much I helped them
- 0 Projects built
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Research
Releasing soon
Profiles
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Mentors
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Labs
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Work
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