Amelia N Chu

A human with a passion for open-ed, large datasets, and beautiful visualisations.

Hello there!
I am a data scientist at Paramount, focusing on creating accessible advanced advertising technologies. Concurrently, I recently graduated with masters degree at NYU’s Center for Data Science (CDS). Prior to that, I received a BS in Applied Psychology, also at New York University.


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Ongoing Projects and ...

Correlation Analysis between Stock Prices and User Behavior on r/WallStreetBets

May 2023

Use correlation analysis to determine if comment activity in the months following the January 2021 Gamestop activity, appear to influence the stock prices of memestocks or the overall market in any way.

Web-Scale Image-Text Dataset for Visual Concept Understanding

December 2022

Evaluated potential applications of a new e-commerce bi-modal dataset with Stable Diffusion (SD) and fidelity metrics.

Topic Modelling with GME Megathreads on r/WallStreetBets

May 2021

Searching for participant clusters as mentioned in this video with Reddit submission comments.

Analysis of Buzzfeed Video Views

December 2019

101 Project. Used various sci-kit models to assess relationship between topics/tags and video views.
Collaborators: Cora (Hyun) Jung & Dee Hahm

ARIMA Model from Citi Bike Station Status

May 2018

ARIMA model created for my Forecasting Timeseries class from Citi Bike Station Status data.

Character Affinity Map

May 2017

Created a force directed graph using webscraped scripts. Proximity between nodes determined by frequency of uttering another character's name.

Excercises in R for NYCAASC Marketing

December 2016

Lead marketing committee through research process: collecting survey data on website, and performing analysis in R.

Demographic Factors and Proficient Reading Language Arts Scores in the United States

December 2015

Final Project for my Introduction to Programming and Data Science. Used Python (MatPlotLib, Seaborn, StatsModels, Pandas) and SQL.

Academic Achievement, Digital Activism and Twitter

December 2014

My final project for Research Methods II, examining the relationship between Academic Achievement, Digital Activism, and moderation by Twitter account possession. I ran a t-test, bivariate correlation and multiple regression analysis.

NYU IRHC 30th Anniversary Campaign

January 2015

Marketing Campaign and Design Materials for the Inter-Residence Hall Council.