Ye Wang
XXXX@XXXX.XXX | XXXXXX | +1-(XXX) XXX-XXXX |
EDUCATION
M.S. in Computer Science, Brandeis University, Waltham, MA
08/2018 - 05/2020 (expected)
M.S. in Biochemistry and Molecular Biology, University of Georgia, Athens, GA
08/2014 - 12/2016
B.S. in Biotechnology, Shandong University, Shandong, China
09/2009 - 06/2013
SKILLS
Programming Languages: Java, Python, Scheme, SQL, JavaScript, HTML, CSS, bash scripting
Tools: Angular, Express, NodeJS, MongoDB, MySQL
Selected Coursework: Data Structures, Algorithms, Database Management Systems, Operating Systems,
Practical Machine Learning with Big Data, Fundamentals of Computational Linguistics
SELECTED PROJECTS
Construction and Optimization of Multinomial Logistic Regression Model(Python)08/2019 - 09/2019
Built a multinomial logistic regression model for text classification from scratch.
-
Implemented the mini-batch gradient descent algorithm to optimize parameters.
-
Experimented on training set size, mini-batch size, hyperparameter tuning and feature selection to
optimize results.
-
With optimized model, test accuracy on Yelp review dataset is improved from 64% to 86%.
Priority Scheduler (Java)
11/2019 - 12/2019
Simulated priority-based preemptive CPU scheduling by building a system that allows the concurrent
running of vehicles in multiple tunnels using Java concurrent package and thread class.
-
Used synchronized keyword, mutexes, condition variables to ensure thready safety and concurrency.
-
Utilized factory pattern to implement an object oriented design.
-
Ensured that the number of vehicles does not exceed the capacity of each tunnel and ambulances have
preemptive priorities.
Angular-based Single Page Blog System (JavaScript)
09/2019 - 11/2019
Created an Angular single-page web application using MEAN stack.
-
Built the frontend that provides a reactive user experience with Angular.
-
Connected NodeJS backend with Angular App and used MongoDB to store user data.
-
Added advanced features like file upload and pagination, users authentication and authorization.
A Simplified Database Management System (Python)
04/2019 - 05/2019
Built a column-oriented DBMS that accepts SQL commands from users and returns the query results.
-
Built all components of a DBMS including data loader, catalog, query optimizer and execution engine.
-
Used column store for fast data loading and lower memory usage(data loader and catalog).
-
Implemented Selinger’s algorithm, a DP query optimization algorithm, to find the optimal join ordering,
and thus improved the SELECT query performance by 3 times(query optimizer and execution engine).
Work Experience
Department of Biochemistry and Molecular Biology, University of Georgia
11/2014 - 12/2016
Research Assistant
Analyzed RNA-sequencing data to study canine colorectal cancer in Linux.
-
Implemented k-means clustering and t-test on RNA-sequencing data to group gene expression levels.
-
Identified significant genes in the altered gene expressions of colorectal cancer cel s.
Document Outline
Ye Wang
EDUCATION
SKILLS
SELECTED PROJECTS
Work Experience Ye Wang
XXXX@XXXX.XXX | XXXXXX | +1-(XXX) XXX-XXXX |
EDUCATION
M.S. in Computer Science, Brandeis University, Waltham, MA
08/2018 - 05/2020 (expected)
M.S. in Biochemistry and Molecular Biology, University of Georgia, Athens, GA
08/2014 - 12/2016
B.S. in Biotechnology, Shandong University, Shandong, China
09/2009 - 06/2013
SKILLS
Programming Languages: Java, Python, Scheme, SQL, JavaScript, HTML, CSS, bash scripting
Tools: Angular, Express, NodeJS, MongoDB, MySQL
Selected Coursework: Data Structures, Algorithms, Database Management Systems, Operating Systems,
Practical Machine Learning with Big Data, Fundamentals of Computational Linguistics
SELECTED PROJECTS
Construction and Optimization of Multinomial Logistic Regression Model(Python)08/2019 - 09/2019
Built a multinomial logistic regression model for text classification from scratch.
-
Implemented the mini-batch gradient descent algorithm to optimize parameters.
-
Experimented on training set size, mini-batch size, hyperparameter tuning and feature selection to
optimize results.
-
With optimized model, test accuracy on Yelp review dataset is improved from 64% to 86%.
Priority Scheduler (Java)
11/2019 - 12/2019
Simulated priority-based preemptive CPU scheduling by building a system that allows the concurrent
running of vehicles in multiple tunnels using Java concurrent package and thread class.
-
Used synchronized keyword, mutexes, condition variables to ensure thready safety and concurrency.
-
Utilized factory pattern to implement an object oriented design.
-
Ensured that the number of vehicles does not exceed the capacity of each tunnel and ambulances have
preemptive priorities.
Angular-based Single Page Blog System (JavaScript)
09/2019 - 11/2019
Created an Angular single-page web application using MEAN stack.
-
Built the frontend that provides a reactive user experience with Angular.
-
Connected NodeJS backend with Angular App and used MongoDB to store user data.
-
Added advanced features like file upload and pagination, users authentication and authorization.
A Simplified Database Management System (Python)
04/2019 - 05/2019
Built a column-oriented DBMS that accepts SQL commands from users and returns the query results.
-
Built all components of a DBMS including data loader, catalog, query optimizer and execution engine.
-
Used column store for fast data loading and lower memory usage(data loader and catalog).
-
Implemented Selinger’s algorithm, a DP query optimization algorithm, to find the optimal join ordering,
and thus improved the SELECT query performance by 3 times(query optimizer and execution engine).
Work Experience
Department of Biochemistry and Molecular Biology, University of Georgia
11/2014 - 12/2016
Research Assistant
Analyzed RNA-sequencing data to study canine colorectal cancer in Linux.
-
Implemented k-means clustering and t-test on RNA-sequencing data to group gene expression levels.
-
Identified significant genes in the altered gene expressions of colorectal cancer cel s.
Document Outline
Ye Wang
EDUCATION
SKILLS
SELECTED PROJECTS
Work Experience
