Behavioral and Social Sciences

Build a speech-recognition pipeline that maps first-word videos and measures phonological error patterns across English dialects.

Train a model on odor ratings, compare scents by memory richness, and practice data cleaning, prediction, and model testing with real survey data.

Measure how age and bilingualism shape tip-of-the-tongue moments, then use NLP to compare guessed sounds with target words.

Measure whether heart rate variability drops spread from a nervous speaker to nearby peers, and build a clean social stress analysis.

Test whether reading aloud to a younger sibling changes vocabulary growth, and learn how to track a six-week longitudinal behavior study.

Compare human and GPT-class answers on bias tasks, then analyze how prompt style changes accuracy, calibration, and reasoning patterns.

Test whether binaural beats change sustained attention with a webcam PVT, and learn how to separate real effects from placebo noise.

Test whether a pre-selected healthy side changes teen choices more than a discount, and learn how to run a clean field experiment.

Build an early-warning model for adolescent burnout by combining wearable sleep and HRV data with daily mood surveys and explainable features.

Test how searchable information changes memory, and learn to measure recall, confidence, and strategy in a browser-based jsPsych study.