• Led 0→1 launches of AI-powered products, including a machine learning attribution solution and a new content format for creators.

• Scaled new product adoption and significantly boosted user engagement through feed personalization and growth strategies.

• Partnered with Data Science, Machine Learning, and Engineering teams to improve feed relevance and optimize model-driven experiences.

• Shipped content ecosystem initiatives leveraging LLMs, embeddings, and taxonomy to enhance content quality and discovery.

• Products:

• Q&A (now Add Yours)

• Photo & Text (Carousel)

• Modeling Solutions for attribution

• Earned MBA with a focus on product innovation, AI applications, and data-driven strategy.

• Led a top-performing team (Top 5 of 1600+) at the Adobe Analytics Challenge, designing data-driven growth strategies post-COVID.

• Co-chaired Innovation & Design Club and organized TechCon 2021, driving collaboration between industry leaders and students.

• Completed MBA internships and projects with Tencent and Pinterest, delivering competitive analysis, product strategy, and user growth initiatives.

• Led fraud pattern analysis for major e-commerce clients, enhancing approval rates and reducing operational risk through SQL- and R-driven insights.

• Developed cohort and cluster models to optimize fraud detection strategies, driving measurable improvements in client revenue protection.

• Collaborated cross-functionally to design tailored fraud prevention solutions, improving client operational efficiency and decision automation.

Promoted twice from Research Associate

• Led quantitative modeling and software development to automate large-scale financial loss calculations across thousands of companies, improving operational efficiency by 20%+.

• Built advanced Monte Carlo simulations in R to model investment decision-making under uncertainty, directly influencing multi-million dollar litigation outcomes.

• Advised internal teams and clients by translating complex data analysis into actionable strategies for reducing financial exposure in high-stakes disputes.