Projects

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Asian Pacific Heritage Month

Founded and led 15-person committee as the most junior employee across 3 months for SVP of HR’s company-wide initiative with projects in deal-making, fundraising, external communications, social media, guest interview events, artist relations and content programming.

SmartFridge Database Web App

Prepared complex SQL queries, wrangled data with structured prediction model and made slide deck for web app recognized as a top 3 project in databases course.

Information Bottleneck in Deep Learning

Literature review on a trendy idea in deep learning (i.e. the Information Bottleneck Method). Mathematically rigorous, information-theoretic analysis indicates that a lot of research in this area is sketchy at best. I propose a novel research avenue.

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Chess-Ray Vision

The goal of this project was to detect chess piece positions in photos of live chess games using CNNs (i.e. deep learning). We constructed our own hand-labeled dataset of 500 photos.

MLS All-Star Scavenger Hunt (Activation Campaign)

Activation campaign for the MLS All-Star Game (Atlanta United vs. Juventus). Check out the Instagram story!

Email Open-rate Segmentation & Targeting

Fit Weibull, Weibull Gamma & exponential distributions with hazard functions to reframe open rates in terms of 3 user activity levels. Most important insight is that sending more emails does not improve retention. Makes recommendations on sending targeted, customer-centric emails.

SeatGeek + Tinder Integration Concept

Hackathon project that won best inter-office collaboration. Motivates people to actually meet up to see a live event.

Taylor Swift FOMO Email Mockup

Creative new email format to illustrate hypothesis that focusing efforts on “FOMO-inducing” email templates for high-GTV (gross ticket value) concert tours may increase concert revenues.

A.I. & Authorship in Copyright Law

Proposed legal framework for analyzing copyright of authorial works which use A.I. technology on training set, parameter and hyperparameter levels (paralleling video game case law) and indicated areas for potential fair use violation at scale.