✅ Verified by Extern · ⏱️ In progress

BeReal Product Management Externship

Discover how product teams at social apps like BeReal design for authenticity while driving user growth. In this externship, you’ll explore what keeps users coming back— benchmarking competitors, analyzing engagement features, and designing your own growth-driven app feature. You’ll learn how to balance product innovation with BeReal’s unique mission of real, unfiltered connection. Perfect for those interested in product management, UX strategy, or social media innovation, this experience gives you a hands-on look at how product teams grow platforms without losing their core values.

AI Policy & Legislation Tracker (Tracker)

Built an AI policy tracker covering all 50 U.S. states, categorizing legislation by policy area, risk, regulatory approach, and implementation status. Analyzed legislation against the EU AI Act, NIST AI RMF, and UNESCO Recommendation on the Ethics of AI, comparing approaches to risk, transparency, accountability, and oversight. Identified regulatory trends and policy gaps across jurisdictions, translating legislative data into comparative insights and visualizations.

Responsible Recommendation Systems for Vulnerable Users

Evaluated recommendation systems across TikTok, Instagram, and Twitter/X, examining how existing safeguards address risks to children and other vulnerable users. Analyzed how algorithmic recommendations can amplify harmful or sensitive content, assessing gaps in platform protections, transparency, and user control. Developed responsible recommendation-system practices to strengthen user safeguards, transparency, and protections for vulnerable communities.

Caltech ML Safety Reading Group & BlueDot AI Governance Program

Participated in AI safety and governance reading groups, contributing to community discussions on alignment, interpretability, scalable oversight, and frontier AI risks.