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Failure is just Data
Try again.
Try again.
Failure is just Data
Try again.
Try again.
December 13, 2025 at 12:46 PM
Failure is just Data
Try again.
Try again.
In DS, achieving this recall is statistically improbable and warrants immediate skepticism regarding data leakage.
Hypothesizing that my BCI fatigue model was suffering from "Look-Ahead Bias" (temporal leakage), I subjected the pipeline to a forensic audit.
Hypothesizing that my BCI fatigue model was suffering from "Look-Ahead Bias" (temporal leakage), I subjected the pipeline to a forensic audit.
Built a model that predicts burnout 20 mins before you feel it. 🧠🔥
Using a Muse headband + Trejo’s EEG biomarkers, my 1D-CNN detects the theta spike linked to cognitive fatigue with 99% recall.
Full breakdown: medium.com/@visionbyang...
Using a Muse headband + Trejo’s EEG biomarkers, my 1D-CNN detects the theta spike linked to cognitive fatigue with 99% recall.
Full breakdown: medium.com/@visionbyang...
November 30, 2025 at 5:41 AM
In DS, achieving this recall is statistically improbable and warrants immediate skepticism regarding data leakage.
Hypothesizing that my BCI fatigue model was suffering from "Look-Ahead Bias" (temporal leakage), I subjected the pipeline to a forensic audit.
Hypothesizing that my BCI fatigue model was suffering from "Look-Ahead Bias" (temporal leakage), I subjected the pipeline to a forensic audit.
Built a model that predicts burnout 20 mins before you feel it. 🧠🔥
Using a Muse headband + Trejo’s EEG biomarkers, my 1D-CNN detects the theta spike linked to cognitive fatigue with 99% recall.
Full breakdown: medium.com/@visionbyang...
Using a Muse headband + Trejo’s EEG biomarkers, my 1D-CNN detects the theta spike linked to cognitive fatigue with 99% recall.
Full breakdown: medium.com/@visionbyang...
November 29, 2025 at 3:14 PM
Built a model that predicts burnout 20 mins before you feel it. 🧠🔥
Using a Muse headband + Trejo’s EEG biomarkers, my 1D-CNN detects the theta spike linked to cognitive fatigue with 99% recall.
Full breakdown: medium.com/@visionbyang...
Using a Muse headband + Trejo’s EEG biomarkers, my 1D-CNN detects the theta spike linked to cognitive fatigue with 99% recall.
Full breakdown: medium.com/@visionbyang...