Guanming Chen | Software Developer

Hi, I'm Guanming Chen.

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A self-motivated quick starter -- Passionate about technology and enjoy team-working, sharing and being exposed to new learning environment.

About Me

I'm a current master student majored in Computer Science and Engineering in Georgia Tech. My background includes programming, software engineering, data science and web application development. I have 2 developer internships in the tech companies and several projects in full-stack web application development. I'm enthusiastic in the products and eager to explore new technologies and make commitment to the society, not only focus on coding and algorithms, but also pay attention to real beautiful products that can indeed solve problems.

Knowledge: Object-Oriented Programming, Data Structures and Algorithms, Web Application Development, Software Engineering, Agile Methodology (Scrum)
Languages: Java, Python, SQL, C, C#, HTML / CSS, JavaScript
Databases: MySQL, SQLite, SQL Server, MongoDB
Frameworks: Node.js, Express.js, React.js, Flask, .NET
Tools & Technologies: AWS, GCP, Azure DevOps, Git, JIRA, Tableau

My Education

                  Georgia Institute of Technology
                
Atlanta, USA

                  Current Attending: Master of Science in Computational Science & Engineering
                  
                  Duration:  August 2021 - May 2023 (Expected)
                  
                  Current GPA: 4.0/4.0
                
                    Relevant Courseworks:
                  
Data Structures and Algorithms
Computational Science and Engineering Algorithms
Prototyping Interactive Systems
Intro to Database
Machine Learning
Data & Visual Analytics
AI for Smart City

                  School of Engineering, Civil Aviation University of China
                
Tianjin, China

                  Degree: Bachelor of Engineering 
                  
                  Duration:  August 2015 - July 2019
                  
                  Final GPA: 3.63/4.0
                
                    Relevant Courseworks:
                  
Foundation of Computers
Introduction to Simulation Engineering
System Analysis and Intelligent Algorithms

                  University of California in Los Angeles
                
Los Angeles, USA

                  Program: 2019 UCLA Summer Program in Samueli School of Engineering
                  
                  Duration:  August 2019 - September 2019
                  
                  Final GPA: 3.65/4.0

Work Experience

Abarca Health FL, LLC

Software Engineering Coop

Migrate current web service architecture to REST for scalability and maintenance ability upgrading, save 60% time when processing the transactions or client request from the platform
Build 7 RESTful APIs under the 4-layer clean architecture, refine transaction flow following the new API solution
Update 35 transactions stored in the SQL databases, create 30+ objects and store procedures for data manipulation
Improve the functionality to process 5 types of transactions, pass the pipeline test and deploy the solution in 3 stages
Tools: Java, C#., .NET, SQL Server, Postman, Azure DevOps, Visual Studio
Knowledge: Software Engineering, Web Application Development, REST Api, Agile (Scrum)

August 2022 - Now | Fort Myers, Florida

Cisco Systems, Inc

Application Developer Intern

Implemented internal automatic quality-monitoring tool integrated with auto-bot interaction interface using Python
Committed to the solution design and workflow improvement, the rate of on-time feature delivery was improved by 30% and the total number of bugs per release was decreased by 20%
Upgraded the application data pipelines including ETL process and analysis approach, enabled the application to automatically analyze quality data from 3 sources in real time, the efficiency was increased by 30%
Deployed the SQL database and application on servers, responsible for the application maintenance and bug fixing
Tools: Python, SQL, JavaScript, Linux, Jira
Knowledge: Software Engineering, Application Development, Data Analyze, Agile (Scrum)

December 2021 - June 2022 | Heifei, China

My Projects

                
Enterprise Online Data Management Web Platform
                  A Full-stack Enterprise Online Data Management Platform
                
AccomplishmentsTools: AWS, React.js, Node.js, HTML / CSS, PySpark, MySQL
Cleaned and pre-processed over 500,000 meta data with 25+ dimensions using PySpark on AWS cloud platform.
Established user authentication flow, completed backend connection utilizing Node.js / Express.js frameworks.
Conducted frontend service through React.js, improved interaction interface via HTML / CSS.

Graph-based Online Music Search & Recommendation Engine
                  A Online Music Search & Recommendation Engine with Graph-based Visualization
                
AccomplishmentsTools: GCP, JavaScript, Flask, MongoDB, SQLite
Performed data processing and dimension reduction of 100,000+ raw data with 15+ dimensions on GCP cloud platform.
Built MongoDB database, connected backend service and developed restful APIs via Flask web framework
Programmed frontend development by JavaScript, visualized user interaction utilizing D3.js

Tree-based Online Movie Recommendation System
                  A Tree-based Movie Recommendation System using Machine Learning
                
AccomplishmentsTools: GCP, JavaScript, Flask, MongoDB, SQLite
Performed data processing and dimension reduction of 100,000+ raw data with 15+ dimensions on GCP cloud platform.
Built MongoDB database, connected backend service and developed restful APIs via Flask web framework
Programmed frontend development by JavaScript, visualized user interaction utilizing D3.js