Welcome to my website.
Welcome to my Website.
My Skillset
Programming Language
Python (SciPy, Numpy, Pandas, Sklearn, Matplotlib, TensorFlow, Keras, NLTK), SQL, R, Java, Hive/Hadoop, Matlab, GitHub, HTML, JavaScript
Big Data Toolkits
Spark, MapReduce, AWS, GCP, Google Analytics, PostgreSQL, MySQL, NoSQL, MongoDB, Linux, Go, Scala
ML Toolkits
Classification, Clustering, Regression, NLP, Time Series analysis, A/B testing, xgBoost, GBM, Neutral Networks
Data Visualization
Matplotlib, Seaborn, Tableau, Power BI, R Shiny, Plotly, Dash, ggplot
Previous Work Experience
IBM
- Glendale, CA
- Data Analyst Apprenticeship
- Performed Exploratory Data Analysis on 500K entities datasets using correlation matrix and pair plot for 20 th Century Fox to find best movie release date; found strong correlation between box office and actors, genre, and online marketing investment.
- Constructed predictive models on AMC Theater box office to help AMC build business strategies for their online marketing through identify significant factors and modifying various machine learning models; achieved 82% accuracy score.
- Optimized predictive model accuracy from 82.6% to 84.2% by specifying features including holiday and weekend conditions.
National Science Foundation
- Los Angeles, CA
- Information Research Manager
- Scraped 48k+ data entries of 800+ individual’s background using Python BeautifulSoup to assess the drop of Chinese and US billionaires from 1999-2018 Forbes lists; built framework that is increasing efficiency for research assistants.
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Utilized NLP techniques such as word2vec to filter scripted data to assess relationship between list drop-offs and political ties;
found strong correlation between political activity and Chinese billionaire success and weak correlation for US counterparts.
Bain & Company Inc.
- Shanghai, China
- Strategic Consulting Intern
- Conducted due diligence research on diversified industries (used car, e-commerce, real estate, K-12) for operational engagements to assess M&A ideas
- Assessed corporate value and competitive landscape for clients based on market size, growth potential, profitability and sustainability measures
Education
University of Southern California
Bachelor’s degree
Architecture | Media Arts + Practices | Minor in Applied Analytics | Enterprise Information System
GPA: 3.95
