What I do?

Here are some of my expertise

Data Science

Being curious, judgemental and argumentative, I construct reasonable and efficient methodologies to reveal previously hidden opportunities.

Machine Learning

Depending on the provided data, I adopt different algorithms such as NLP, Neural Networks, Tree-based models or etc. to make the most accurate and appropriate predictions.

Business Intelligence

I utilize analytical, statistical, and programming skills to collect, analyze, and interpret data in order to provide data-driven solution.

Data Visualization

Proficient in Tableau, Plotly, Python (Matplotlib, Seaborn), ggplot and etc., I'm able to communicate findings in a visually appealing way efficiently to nontechnical parties.

Database Management

I am capable of writing complex SQL queries to design, organize, store, retrieve and even clean data using different database, such as MySQL or PostgreSQL, etc..

HTML & CSS

Having experience in writing HTML, CSS and a little bit of JS, I'm able to build my own website from scratch and to make web applications.

My Skills

Skills

Programming Languages

Python (Pandas, Numpy, Tensorflow, Scikitlearn, Keras), R
Proficient
HTML, CSS
Intermediate
AWS (EMR, Pig, Hadoop, Hive, PySpark)
Adanved
JavaScript
Intermediate


DataBase Tools

MySQL
Advanced
PostgreSQL
Intermediate
NoSQL
Beginner


Data Analytics/Visualization Tools

Advanced Excel
Proficient
Microsoft Suite (Word, PowerPoint, Outlook, Access)
Proficient
Tableau, Power BI, Plotly
Advanced
Git, Google Analytics
Intermediate


Machine Learning

Logistic Regression, kNN, k-Means, SVM, Naive Bayes
Proficient
Ridge Regression, LASSO, Elastic Net, LARS
Proficient
Random Forest, AdaBoost, XGB, LGB, Bagging, Stacking
Advanced
CNN, RNNs, LSTMs, Stochastic Gradient Descent
Intermediate
PCA, PCR, MDS, LDA
Intermediate
Hierarchical Clustering, NLP, Apriori Algorithm
Intermediate


Languages

English
Fluent
Chinese
Native
Japanese
Intermediate

Get in Touch!

HAVE A GREAT OPPORTUNITY FOR ME? |
Feel free to drop me a line

Contact me!