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Featured Projects

Welcome to my portfolio of data science and AI projects. Each project demonstrates my expertise in delivering impactful solutions to real-world business challenges.

  • AI-Assisted Risk Scoring for Operational Ticket Auditing

    A machine learning risk-scoring system that ranks logistics tickets by error probability, increasing error discovery efficiency by ~4x over random sampling across 94,000+ tickets without increasing review capacity.

  • Causal Inference for Coupon Targeting

    An uplift modeling framework that estimates the causal impact of compensation coupons on retention, targeting customers most likely to change behavior because of the intervention rather than every customer at risk of churn.