EDUCATION

UNIVERSITY OF CALIFORNIA, IRVINE

Data Science, B.S. GPA – 3.512 Class of 2021

RELEVANT COURSES

Bayesian Data Analysis, Statistical Methods for Data Analysis, Multivariate Statistical Methods, Probability & Statistics, Statistical Computing, Information Visualization

Machine Learning & Data-Mining, Algorithms for Probabilistic & Deterministic Graphical Models, Data Management, Data Structures & Algorithms, Artificial Intelligence, Programming in Python & C++ WORK EXPERIENCE

SHOP & SUPPORT DATA ANALYTICS INTERN 2020-present

Analyzed data related to interpersonal business relationships.

Allowed for easier analysis and visualization of data and trends by implementing a new Data Science Modern BI platform, Mode, using PostgreSQL and Python. UCI DONALD BREN SCHOOL BUSINESS OFFICE ASSISTANT 2017-present

Assisted a senior financial analyst in general and payroll ledger sorting, as well as expense reconciliation.

Implemented new filing systems for fiscal closing. PROJECTS

STARCRAFT GAME OUTCOME ANALYSIS (PYTHON)

An in-depth analysis on a dataset of Starcraft match outcomes.

Built a probabilistic graphical model by implementing different variables to estimate skill based on win probabilities.

AUSTIN ANIMAL CENTER SHELTER (R)

Exploratory data analysis on numerical and categorical factors affecting shelter animal outcomes.

Found relationships between key features, such as time or month of adoption, and outcome types.

Utilized data visualization tools to visually represent the difference in income and outcome features between cats and dogs in the shelter.

WUMPUS WORLD GAME AI (PYTHON)

A strategic AI for a turn-based dungeon exploration game with randomized obstacles.

Combined successful game strategies by analyzing probabilistic outcomes. SD HACKS 2018 (JAVASCRIPT/HTML/CSS)

A Web application using APIs to generate suggestions of movies and songs based on genres provided by the user.

SKILLS

PROFICIENT

Statistical Computing

Python

R

SQL (PostgreSQL, MySQL)

Mode

FAMILIAR

C++

Java

JavaScript, HTML, CSS

Irene E. Kim

Aspiring Data Scientist

949-***-**** adkarl@r.postjobfree.com

www.github.com/iekim9

Contact this candidate