Montgomery Street, San Francisco, CA94105609 Johnson Ave., 49204, Tulsa, OK
H: (555) 432-1000
C:
resumesample@example.com
Date of Birth:
India:
:
single:
Professional Summary
Strong skills in statistical analysis, data mining and statistical programming using R and Python to solve business problems
Work History
Database Design Project, 08/2014 - 10/2014 Illinois Institute Of Technology – City, ,
Database Design Project (SQL) Developed a management system for cinema to store, manipulate and search movies and tickets by customers and staff Designed an ER-model and translated the model to relational schema for a management system of cinema Created and implemented a desktop application using JAVA Swing, JDBC and ORACLE.
Advance Data Mining (R) , 2015 - 04/2015 Illinois Institute Of Technology – City, ,
Developed a new feature that can decompose the simple stars into several grades related with a particular topic in which customers show interest based on the reviews from Yelp academic datasets.
Used Python to preprocess the dataset from Yelp. Used R to do Latent Semantic Analysis and Latent Dirichlet Allocation. Used machine learning, data mining and other algorithm to improve the ranking on Yelp.
Pairs Trading Strategy (Python), 2016 - 03/2016 Illinois Institute Of Technology – City, ,
Developed the pairs trading strategy for EWA&EWC using 6-year daily data
Reconstruct time series by using Fast Fourier transform
Generated dynamic beta by using Kalman Filter
Controlled the risk by setting target profit, stop loss, and trailing stop to exit the position at the best time
Optimized the performance by Genetic Optimization Algorithm
Examined the result by the back testing, taking into account commission
Generated intraday signal, and connected to IB
NYC Subway System Analysis (Python & R), 08/-1 - 10/2016 Illinois Institute Of Technology – City, ,
Collected the data from the real time feed (MTA) and did data cleaning and interpretation to build the historical data
Used Dijkstra's algorithm to find shortest path from start point to end point
Languages
English, Chinese, and Uyghur Language
Skills
Programming Skills: Python, SQL, Java, C/C++
Tools: R, WEKA, MS Project Professional
Computers: PC, Mac, Microsoft Office
Professional Skills: Strong math, analytical, and problem-solving skills
Language Skills: English, Chinese, and Uyghur Language
Business development
SQL and databases
Data mapping
Creative
Education
Master of Science: Computer Science (Data Analytics), Expected in May 2017 - Illinois Institute of Technology, College of Science - Chicago, IL GPA:
Bachelor of Science: Electrical Engineering , Expected in Jun, 2013 - Donghua University - Shanghai, China GPA:
Bachelor of Science: Electrical Engineering, Expected in Jun. 2013 - Donghua University - Shanghai, GPA: Electrical Engineering
Any information uploaded, such as a resume, or input by the user is owned solely by the user, not LiveCareer. For further information, please visit our Terms of Use.
Resume Overview
School Attended
Illinois Institute of Technology, College of Science