Hi, I'm Max Geng.
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Self-driven, quick starter, passionate programmer with a curious mind who enjoys solving a complex and challenging real-world problems.
About Me
I am a Electrical Engineering Grad Student at Columbia University. I enjoy problem-solving and coding. Always strive to bring 100% to the work I do.
I have worked on technologies like Java, C++, Python, MySQL, MongoDB, Spring, Flask, HTML5, CSS. During 2022, I had 3 months of professional work experience which helped me strengthen my experience in Java,React and AWS CDK.
I am passionate about developing complex applications that solve real-world problems impacting millions of users.
- Languages: Java, Python, TypeScript/JavaScript, C++, R
- Databases: MySQL, MongoDB
- Frameworks: Spring, Flask, Node.js, React, Keras, TensorFlow, PyTorch, Bootstrap, Apache Beam
- Tools & Technologies: Git, Docker, AWS, GCP, Okta, npm
Looking for an opportunity to work in a challenging position combining my skills in Software Engineering, which provides professional development, interesting experiences and personal growth.
Experience
- Designed the entity attribute modification approval system for the AWS commerce platform entity console to help product managers to edit the AWS cloud sellers.
- Designed the API models for the system.
- Set up the service infrastructure with AWS CDK, API Gateway, Lambda and DynamoDB.
- Implemented backend lambda package with the integration of Amazon Approval Service.
- Built AWS Commerce Platform entity console dashboard pages with React and Amazon Polaris component library.
- Tools: Java, TypeScript, React, AWS CDK
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Implemented and delivered stable admin management system for over 7000 internal users in CCB.
- Developed user login verification front end page with HTML & React
- Built users’ profile MySQL database for over 7000 internal users environment
- Implemented user record management module in management system through Mybatis SpringBoot & MySQL to input, store, modify & retrieve users’ profile information record
- Tools: Java, TypeScript, SpringBoot, MySQL, React
- Processed 30257 pieces of clinic Automated Breast Ultrasound (ABUS) Images and fabricated dataset
- Optimized network parameters of SSD-MobileNet, YOLO, YOLOV1 on dataset and achieved maximum mAP=0.51
Projects
A SpringBoot+Angular e-commerce web app.
- Applied SpringBoot+Maven to create and manage project development environment.
- Developed JPA entities and JPA Repositories based on project requirements and created REST APIs with Spring Data JPA Repositories and Spring Data REST.
- Designed and processed the JSON requests according to different types of modules, actions, and request data.
- Wrote MySQL scripts to build and manage database and related tables.
- Applied OAuth2+JWT to protect REST API resource.
- Applied Angular5 to build whole front-end application with Okta SDK and Okta Sign-In Widget
Analyze x-ray lung images to test whether or not user is infected with COVID-19 and visualize infected areas
- Trained and fine-tuned models on 3616 COVID-19 positive lung x-ray images, 16192 Normal healthy lung x- ray images, and 6012 Pneumonia images of other kinds. Optimized networks and achieved classification accuracy = 98.1%.
- Implemented U-Net and Res-101-Unet models with Keras for lung infection region segmentation.
- Utilized Flask micro framework to deploy deep learning models on backend server.
Skills
Languages and Databases
Java
Python
C++
JavaScript
HTML5
CSS3
Shell Scripting
Solidity
MySQL
NoSQL
Frameworks
Flask
React
Bootstrap
Spring
Keras
TensorFlow
PyTorch
Spark
Other
Git
AWS
GCP
VIM
Education
New York, USA
Degree: Master of Science in Electrical Engineering
CGPA: 3.63/4.3
- Distributed Database Systems
- Cloud Computing
- Foundations of Algorithms
Relevant Courseworks:
Hong Kong SAR, PRC
Degree: B.E. in Electronic & Comm Engineering (First Honors Degree)
CGPA: 3.72/4.3
- Data Structures and Algorithms
- Computer pogramming based on C++
- Data Communications & Networking
- Machine Learning
- Computer Vision
Relevant Courseworks: