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GameRev
Data Scientist
June 14, 2026 – Present
Cogs118b-Song-Analysis
May 18, 2021 – June 7, 2021
A machine learning project that determines genres of songs based off of certain numerical properties.
View ProjectMachine-Learning-Project
April 3, 2021 – April 3, 2021
For this project, I chose to compare the performance of three different supervised machine learning algorithms (Logistic Regression, Random Forests (RFs) and KNN) on binary classification problems across four datasets by using three scoring metrics (accuracy, F-1 score and ROC). Essentially, I attempted to create a mini-scale replication of Caruana and Niculescu-Mizil's 2006 paper. Attached to this email is my final project report which includes ample detail of the execution process including code.
View ProjectCollegify
April 3, 2017 – April 3, 2017
Student Oriented Website, guide for getting into college.
View ProjectElectionSoftware
April 3, 2017 – April 3, 2017
A software which can be used for your School Student Council Election
View ProjectCultural Fit Analysis
The candidate's projects show a diverse range of interests, from machine learning to web development. The current role as 'Data Scientist' at GameRev aligns with the target role. However, the lack of detailed descriptions for the current role and the personal nature of most projects make it difficult to fully assess cultural fit and collaboration experience. The projects are primarily individual efforts, which limits insight into teamwork and broader organizational contributions.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.