What I'm working on.

Stanford: AI Depression Detection Meta-Analysis

Meta-analytic evaluation of depression detection from social media data — pooled predictive accuracy and ethical considerations for real-world deployment. Screened 4,361 records, analyzed 67 eligible studies.

✓ Accepted

Stanford: Ubiquitous Well-being & Patchable AI

Runtime-adaptive architecture enabling timely, targeted psychological interventions that can be injected without retraining LLMs. Synthesizing ubiquitous computing and intervention science.

Stanford: SheRockets Child-Safe AI

Child-safe, web-based GenAI experience featuring a female engineer tutor for K-12 girls. Discrete-choice conjoint study with 125 parents on AI-powered STEM learning.

Stanford: LLMs for Crisis Detection

Evaluating 30 models across suicide risk detection and dynamic intervention timing. Two-phase evaluation with expert blind review and stakeholder-centered assessment in high-risk contexts.

Columbia: ACE Negotiation Coaching

LLM-based Assistant for Coaching nEgotiation (ACE) with specialized feedback for underrepresented groups. Examining identity salience effects on AI coaching gains.

Columbia: Power Dynamics & Ethics

How leaders approaching the end of their tenure engage in compensatory unethical behavior. Analysis of congressional candidates and corruption patterns — the “age 59 effect” in Chinese officials.

Adream NGO: Charity Narratives

How emotional narratives affect donations and perceptions of charity competence. Experimental study comparing emotional narratives with factual reports.

Adream NGO: Teacher Empowerment

Field experiment testing belonging interventions and curriculum scaffolding for volunteer teachers in under-resourced schools.

Independent: Perceived Scarcity Scale China

Cross-cultural validation of the Perceived Scarcity Scale in China — focusing on subjective scarcity perceptions and cultural differences in social desirability.

Independent: Mindfulness & Cognitive Fatigue

How dispositional mindfulness enhances cognitive resilience by offsetting fatigue's impact on learning capacity. Crossover design with meditation-naive students.

Research Assistant: Basketball Mindfulness

Effects of brief mindfulness training on “quiet eye” duration and shooting accuracy in college basketball players. Eye-tracking with Tobii Pro Glasses 2.